From 98c29b79127ae62e9d8b69d9513cdded7a81ceb2 Mon Sep 17 00:00:00 2001 From: Matthew Honnibal Date: Sat, 4 Nov 2017 00:23:23 +0100 Subject: [PATCH 01/25] Add padding vector in parser, to make gradient more correct --- spacy/syntax/nn_parser.pyx | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/spacy/syntax/nn_parser.pyx b/spacy/syntax/nn_parser.pyx index 68301238d..554addd53 100644 --- a/spacy/syntax/nn_parser.pyx +++ b/spacy/syntax/nn_parser.pyx @@ -532,7 +532,9 @@ cdef class Parser: return None backprops = [] - d_tokvecs = state2vec.ops.allocate(tokvecs.shape) + # Add a padding vector to the d_tokvecs gradient, so that missing + # values don't affect the real gradient. + d_tokvecs = state2vec.ops.allocate((tokvecs.shape[0]+1, tokvecs.shape[1])) cdef float loss = 0. n_steps = 0 while todo: @@ -615,7 +617,9 @@ cdef class Parser: bp_vectors)) else: backprop_lower.append((ids, d_vector, bp_vectors)) - d_tokvecs = self.model[0].ops.allocate(tokvecs.shape) + # Add a padding vector to the d_tokvecs gradient, so that missing + # values don't affect the real gradient. + d_tokvecs = state2vec.ops.allocate((tokvecs.shape[0]+1, tokvecs.shape[1])) self._make_updates(d_tokvecs, bp_tokvecs, backprop_lower, sgd, cuda_stream) @@ -668,7 +672,8 @@ cdef class Parser: (ids.size, d_state_features.shape[2])) self.model[0].ops.scatter_add(d_tokvecs, ids, d_state_features) - bp_tokvecs(d_tokvecs, sgd=sgd) + # Padded -- see update() + bp_tokvecs(d_tokvecs[:-1], sgd=sgd) @property def move_names(self): From e4ec4be9485c2293fd15e3deb4fe27f6bb72d334 Mon Sep 17 00:00:00 2001 From: Matthew Honnibal Date: Sat, 4 Nov 2017 00:23:45 +0100 Subject: [PATCH 02/25] Fix parser test --- spacy/tests/test_misc.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/spacy/tests/test_misc.py b/spacy/tests/test_misc.py index 5c69dae3e..fa571ce90 100644 --- a/spacy/tests/test_misc.py +++ b/spacy/tests/test_misc.py @@ -69,7 +69,7 @@ def test_PrecomputableAffine(nO=4, nI=5, nF=3, nP=2): Y, get_dX = model.begin_update(tensor) assert Y.shape == (tensor.shape[0]+1, nF, nO, nP) assert model.d_pad.shape == (1, nF, nO, nP) - dY = model.ops.allocate((15, nF, nO, nP)) + dY = model.ops.allocate((15, nO, nP)) ids = model.ops.allocate((15, nF)) ids[1,2] = -1 dY[1,2] = 1 From 2b35bb76addc664d722cff0d00a2cf597610c347 Mon Sep 17 00:00:00 2001 From: Matthew Honnibal Date: Sun, 5 Nov 2017 15:34:40 +0100 Subject: [PATCH 03/25] Fix tensorizer on GPU --- spacy/pipeline.pyx | 6 +++++- spacy/syntax/nn_parser.pyx | 6 +++++- 2 files changed, 10 insertions(+), 2 deletions(-) diff --git a/spacy/pipeline.pyx b/spacy/pipeline.pyx index 5a72dc946..f3defeeb9 100644 --- a/spacy/pipeline.pyx +++ b/spacy/pipeline.pyx @@ -415,7 +415,11 @@ class Tagger(Pipe): vocab.morphology.assign_tag_id(&doc.c[j], tag_id) idx += 1 if tensors is not None: - doc.extend_tensor(tensors[i]) + if isinstance(doc.tensor, numpy.ndarray) \ + and not isinstance(tensors[i], numpy.ndarray): + doc.extend_tensor(tensors[i].get()) + else: + doc.extend_tensor(tensors[i]) doc.is_tagged = True def update(self, docs, golds, drop=0., sgd=None, losses=None): diff --git a/spacy/syntax/nn_parser.pyx b/spacy/syntax/nn_parser.pyx index 6bfd729eb..08b01a88f 100644 --- a/spacy/syntax/nn_parser.pyx +++ b/spacy/syntax/nn_parser.pyx @@ -751,7 +751,11 @@ cdef class Parser: for j in range(doc.length): doc.c[j] = state.c._sent[j] if tensors is not None: - doc.extend_tensor(tensors[i]) + if isinstance(doc.tensor, numpy.ndarray) \ + and not isinstance(tensors[i], numpy.ndarray): + doc.extend_tensor(tensors[i].get()) + else: + doc.extend_tensor(tensors[i]) self.moves.finalize_doc(doc) for hook in self.postprocesses: From f0925065789e7b9c6525374b860e0b4a67a67716 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 16:06:50 +0100 Subject: [PATCH 04/25] Use hidden attribute instead of style.display --- website/_includes/_page_models.jade | 8 ++++---- website/assets/js/models.js | 31 ++++++++++++++--------------- website/models/comparison.jade | 2 +- 3 files changed, 20 insertions(+), 21 deletions(-) diff --git a/website/_includes/_page_models.jade b/website/_includes/_page_models.jade index c7742fa38..fd413b66a 100644 --- a/website/_includes/_page_models.jade +++ b/website/_includes/_page_models.jade @@ -50,7 +50,7 @@ for id in CURRENT_MODELS +cell span(data-tpl=id data-tpl-key=field) #[em n/a] - +row(data-tpl=id data-tpl-key="compat-wrapper" style="display: none") + +row(data-tpl=id data-tpl-key="compat-wrapper" hidden="") +cell +label Compat #[+help("Latest compatible model version for your spaCy installation").u-color-subtle] +cell @@ -58,15 +58,15 @@ for id in CURRENT_MODELS select.o-field__select.u-text-small(data-tpl=id data-tpl-key="compat") div(data-tpl=id data-tpl-key="compat-versions")   - section(data-tpl=id data-tpl-key="benchmarks" style="display: none") + section(data-tpl=id data-tpl-key="benchmarks" hidden="") +grid.o-block-small for keys, label in MODEL_BENCHMARKS - .u-flex-full.u-padding-small(data-tpl=id data-tpl-key=label.toLowerCase() style="display: none") + .u-flex-full.u-padding-small(data-tpl=id data-tpl-key=label.toLowerCase() hidden="") +table.o-block-small +row("head") +head-cell(colspan="2")=(MODEL_META["benchmark_" + label] || label) for label, field in keys - +row(style="display: none") + +row(hidden="") +cell.u-nowrap +label=label if MODEL_META[field] diff --git a/website/assets/js/models.js b/website/assets/js/models.js index 134a0e66c..57e8f84ae 100644 --- a/website/assets/js/models.js +++ b/website/assets/js/models.js @@ -101,9 +101,9 @@ export class ModelLoader { showError(modelId) { const tpl = new Templater(modelId); tpl.get('table').removeAttribute('data-loading'); - tpl.get('error').style.display = 'block'; + tpl.get('error').hidden = false; for (let key of ['sources', 'pipeline', 'vecs', 'author', 'license']) { - tpl.get(key).parentElement.parentElement.style.display = 'none'; + tpl.get(key).parentElement.parentElement.hidden = true; } } @@ -114,13 +114,12 @@ export class ModelLoader { const modelId = `${data.lang}_${data.name}`; const model = `${modelId}-${data.version}`; const tpl = new Templater(modelId); - tpl.get('error').style.display = 'none'; this.renderDetails(tpl, data) this.renderBenchmarks(tpl, data.accuracy, data.speed); this.renderCompat(tpl, modelId); tpl.get('download').setAttribute('href', `${this.repo}/releases/tag/${model}`); tpl.get('table').removeAttribute('data-loading'); - tpl.get('error').style.display = 'none'; + tpl.get('error').hidden = true; } renderDetails(tpl, { version, size, description, notes, author, url, @@ -133,9 +132,9 @@ export class ModelLoader { if (license) tpl.fill('license', formats.license(license, this.licenses[license]), true); if (sources) tpl.fill('sources', formats.sources(sources)); if (vectors) tpl.fill('vecs', formats.vectors(vectors)); - else tpl.get('vecs').parentElement.parentElement.style.display = 'none'; + else tpl.get('vecs').parentElement.parentElement.hidden = true; if (pipeline && pipeline.length) tpl.fill('pipeline', formats.pipeline(pipeline), true); - else tpl.get('pipeline').parentElement.parentElement.style.display = 'none'; + else tpl.get('pipeline').parentElement.parentElement.hidden = true; } renderBenchmarks(tpl, accuracy = {}, speed = {}) { @@ -143,7 +142,7 @@ export class ModelLoader { this.renderTable(tpl, 'parser', accuracy, val => val.toFixed(2)); this.renderTable(tpl, 'ner', accuracy, val => val.toFixed(2)); this.renderTable(tpl, 'speed', speed, Math.round); - tpl.get('benchmarks').style.display = 'block'; + tpl.get('benchmarks').hidden = false; } renderTable(tpl, id, benchmarks, converter = val => val) { @@ -151,13 +150,13 @@ export class ModelLoader { for (let key of Object.keys(this.benchKeys[id])) { if (benchmarks[key]) tpl .fill(key, convertNumber(converter(benchmarks[key]))) - .parentElement.style.display = 'table-row'; + .parentElement.hidden = false; } - tpl.get(id).style.display = 'block'; + tpl.get(id).hidden = false; } renderCompat(tpl, modelId) { - tpl.get('compat-wrapper').style.display = 'table-row'; + tpl.get('compat-wrapper').hidden = false; const header = ''; const options = Object.keys(this.compat) .map(v => ``) @@ -197,8 +196,8 @@ export class ModelComparer { this.colors = CHART_COLORS; this.fonts = CHART_FONTS; this.defaultModels = defaultModels; - this.tpl.get('result').style.display = 'block'; - this.tpl.get('error').style.display = 'none'; + this.tpl.get('result').hidden = false; + this.tpl.get('error').hidden = true; this.fetchCompat() .then(compat => this.init(compat)) .catch(this.showError.bind(this)) @@ -257,8 +256,8 @@ export class ModelComparer { showError(err) { console.error(err || 'Error'); - this.tpl.get('result').style.display = 'none'; - this.tpl.get('error').style.display = 'block'; + this.tpl.get('result').hidden = true; + this.tpl.get('error').hidden = false; } onSelect(ev) { @@ -301,8 +300,8 @@ export class ModelComparer { this.chart.update(); [model1, model2].forEach((model, i) => this.renderTable(metaKeys, i + 1, model)); this.tpl.get('result').removeAttribute('data-loading'); - this.tpl.get('error').style.display = 'none'; - this.tpl.get('result').style.display = 'block'; + this.tpl.get('error').hidden = true; + this.tpl.get('result').hidden = false; } renderTable(metaKeys, i, { lang, name, version, size, description, diff --git a/website/models/comparison.jade b/website/models/comparison.jade index b0ab61efe..81eeb6fd1 100644 --- a/website/models/comparison.jade +++ b/website/models/comparison.jade @@ -30,7 +30,7 @@ div(data-tpl=TPL data-tpl-key="error") | overview of the | #[+a(gh("spacy-models") + "/releases") latest model releases]. -div(data-tpl=TPL data-tpl-key="result" style="display: none") +div(data-tpl=TPL data-tpl-key="result" hidden="") +chart("compare_accuracy", 350) +aside-code("Download", "text") From b53c2010db891a6c923db9bca8b396f791d93db9 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 16:07:00 +0100 Subject: [PATCH 05/25] Add global focus style for links --- website/assets/css/_base/_layout.sass | 3 +++ 1 file changed, 3 insertions(+) diff --git a/website/assets/css/_base/_layout.sass b/website/assets/css/_base/_layout.sass index 64fc3808a..145b42789 100644 --- a/website/assets/css/_base/_layout.sass +++ b/website/assets/css/_base/_layout.sass @@ -31,6 +31,9 @@ main > *:not(footer) li a, main aside a @extend .u-link +a:focus + outline: 1px dotted $color-theme + //- Selection From 3d4dff1845f5c3b1a87ff0e7b1a05a61ffbd4038 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 16:07:14 +0100 Subject: [PATCH 06/25] Remove comment --- website/usage/_linguistic-features/_pos-tagging.jade | 2 -- 1 file changed, 2 deletions(-) diff --git a/website/usage/_linguistic-features/_pos-tagging.jade b/website/usage/_linguistic-features/_pos-tagging.jade index 4e845cdaf..569828634 100644 --- a/website/usage/_linguistic-features/_pos-tagging.jade +++ b/website/usage/_linguistic-features/_pos-tagging.jade @@ -2,8 +2,6 @@ include ../_spacy-101/_pos-deps -//-+aside("Help – spaCy's output is wrong!") - +h(3, "rule-based-morphology") Rule-based morphology p From a9c77e01b4580c5018547eeefe0cc9c309e09dc6 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 16:08:13 +0100 Subject: [PATCH 07/25] Add accordion component (collapsible section) --- website/_includes/_mixins.jade | 17 ++++++++++++ website/_includes/_scripts.jade | 4 +++ website/assets/css/_base/_objects.sass | 36 ++++++++++++++++++++++++++ website/assets/js/accordion.js | 25 ++++++++++++++++++ website/assets/js/rollup.js | 2 ++ 5 files changed, 84 insertions(+) create mode 100644 website/assets/js/accordion.js diff --git a/website/_includes/_mixins.jade b/website/_includes/_mixins.jade index 3c8493d57..352f59e19 100644 --- a/website/_includes/_mixins.jade +++ b/website/_includes/_mixins.jade @@ -11,6 +11,23 @@ mixin section(id) block +//- Accordion (collapsible sections) + title - [string] Section title. + id - [string] Optional section ID for permalinks. + level - [integer] Headline level for section title. + +mixin accordion(title, id, level) + section.o-accordion.o-block + +h(level || 4).o-no-block(id=id) + button.o-accordion__button.o-grid.o-grid--vcenter.o-grid--space.js-accordion(aria-expanded="false")=title + svg.o-accordion__icon(width="20" height="20" viewBox="0 0 10 10" aria-hidden="true" focusable="false") + rect.o-accordion__hide(height="8" width="2" y="1" x="4") + rect(height="2" width="8" y="4" x="1") + + .o-accordion__content(hidden="") + block + + //- Headlines Helper Mixin level - [integer] 1, 2, 3, 4, or 5 diff --git a/website/_includes/_scripts.jade b/website/_includes/_scripts.jade index 572a50483..7939a5acc 100644 --- a/website/_includes/_scripts.jade +++ b/website/_includes/_scripts.jade @@ -41,6 +41,7 @@ if IS_PAGE https://medium.com/dev-channel/es6-modules-in-chrome-canary-m60-ba588dfb8ab7 - ProgressBar = "new ProgressBar('.js-progress');" +- Accordion = "new Accordion('.js-accordion');" - Changelog = "new Changelog('" + SOCIAL.github + "', 'spacy');" - NavHighlighter = "new NavHighlighter('data-section', 'data-nav');" - GitHubEmbed = "new GitHubEmbed('" + SOCIAL.github + "', 'data-gh-embed');" @@ -57,6 +58,7 @@ if environment == "deploy" if IS_PAGE !=NavHighlighter !=GitHubEmbed + !=Accordion if HAS_MODELS !=ModelLoader if compare_models @@ -74,6 +76,8 @@ else !=NavHighlighter | import GitHubEmbed from '/assets/js/github-embed.js'; !=GitHubEmbed + | import Accordion from '/assets/js/accordion.js'; + !=Accordion if HAS_MODELS | import { ModelLoader } from '/assets/js/models.js'; !=ModelLoader diff --git a/website/assets/css/_base/_objects.sass b/website/assets/css/_base/_objects.sass index 4e63a4346..de5b4a322 100644 --- a/website/assets/css/_base/_objects.sass +++ b/website/assets/css/_base/_objects.sass @@ -74,6 +74,42 @@ border-radius: $border-radius box-shadow: $box-shadow + +//- Accordion + +.o-accordion + &:not(:last-child) + margin-bottom: 2rem + +.o-accordion__content + margin-top: 3rem + +.o-accordion__button + font: inherit + border-radius: $border-radius + width: 100% + padding: 1.5rem 2rem + background: $color-subtle-light + + &[aria-expanded="true"] + border-bottom: 3px solid $color-subtle + border-bottom-left-radius: 0 + border-bottom-right-radius: 0 + + .o-accordion__hide + display: none + + &:focus:not([aria-expanded="true"]) + background: $color-subtle + +.o-accordion__icon + @include size(2.5rem) + background: $color-theme + color: $color-back + border-radius: 50% + padding: 0.35rem + pointer-events: none + //- Box .o-box diff --git a/website/assets/js/accordion.js b/website/assets/js/accordion.js new file mode 100644 index 000000000..7293f95b8 --- /dev/null +++ b/website/assets/js/accordion.js @@ -0,0 +1,25 @@ +'use strict'; + +import { $$ } from './util.js'; + +export default class Accordion { + /** + * Simple, collapsible accordion sections. + * Inspired by: https://inclusive-components.design/collapsible-sections/ + * @param {string} selector - Query selector of button element. + */ + constructor(selector) { + [...$$(selector)].forEach(btn => + btn.addEventListener('click', this.onClick.bind(this))) + } + + /** + * Toggle aria-expanded attribute on button and visibility of section. + * @param {node} Event.target - The accordion button. + */ + onClick({ target }) { + const exp = target.getAttribute('aria-expanded') === 'true' || false; + target.setAttribute('aria-expanded', !exp); + target.parentElement.nextElementSibling.hidden = exp; + } +} diff --git a/website/assets/js/rollup.js b/website/assets/js/rollup.js index 00ff92fa9..ed1763022 100644 --- a/website/assets/js/rollup.js +++ b/website/assets/js/rollup.js @@ -12,6 +12,7 @@ import ProgressBar from './progress.js'; import NavHighlighter from './nav-highlighter.js'; import Changelog from './changelog.js'; import GitHubEmbed from './github-embed.js'; +import Accordion from './accordion.js'; import { ModelLoader, ModelComparer } from './models.js'; // Assign to window so they are bundled by rollup @@ -19,5 +20,6 @@ window.ProgressBar = ProgressBar; window.NavHighlighter = NavHighlighter; window.Changelog = Changelog; window.GitHubEmbed = GitHubEmbed; +window.Accordion = Accordion; window.ModelLoader = ModelLoader; window.ModelComparer = ModelComparer; From 2d59dd374bf80a3cc184703677848d5110991a87 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 16:09:30 +0100 Subject: [PATCH 08/25] Use collapsible sections for pos/dep scheme and update Will ensure better overview as we add more schemes for more languages --- website/api/_annotation/_dep-labels.jade | 206 +++++++------- website/api/_annotation/_pos-tags.jade | 258 +++++++++--------- .../_dependency-parse.jade | 4 + .../_linguistic-features/_pos-tagging.jade | 2 + 4 files changed, 242 insertions(+), 228 deletions(-) diff --git a/website/api/_annotation/_dep-labels.jade b/website/api/_annotation/_dep-labels.jade index 427b2f53a..71fec0e50 100644 --- a/website/api/_annotation/_dep-labels.jade +++ b/website/api/_annotation/_dep-labels.jade @@ -1,108 +1,112 @@ //- 💫 DOCS > API > ANNOTATION > DEPENDENCY LABELS -+h(3, "dependency-parsing-english") English dependency labels - p - | The English dependency labels use the #[+a("http://www.clearnlp.com") ClearNLP] - | #[+a("http://www.mathcs.emory.edu/~choi/doc/clear-dependency-2012.pdf") CLEAR Style]. + | This section lists the syntactic dependency labels assigned by + | spaCy's #[+a("/models") models]. The individual labels are + | language-specific and depend on the training corpus. -+table(["Label", "Description"]) - +dep-row("acomp", "adjectival complement") - +dep-row("advcl", "adverbial clause modifier") - +dep-row("advmod", "adverbial modifier") - +dep-row("agent", "agent") - +dep-row("amod", "adjectival modifier") - +dep-row("appos", "appositional modifier") - +dep-row("attr", "attribute") - +dep-row("aux", "auxiliary") - +dep-row("auxpass", "auxiliary (passive)") - +dep-row("cc", "coordinating conjunction") - +dep-row("ccomp", "clausal complement") - +dep-row("complm", "complementizer") - +dep-row("conj", "conjunct") - +dep-row("cop", "copula") - +dep-row("csubj", "clausal subject") - +dep-row("csubjpass", "clausal subject (passive)") - +dep-row("dep", "unclassified dependent") - +dep-row("det", "determiner") - +dep-row("dobj", "direct object") - +dep-row("expl", "expletive") - +dep-row("hmod", "modifier in hyphenation") - +dep-row("hyph", "hyphen") - +dep-row("infmod", "infinitival modifier") - +dep-row("intj", "interjection") - +dep-row("iobj", "indirect object") - +dep-row("mark", "marker") - +dep-row("meta", "meta modifier") - +dep-row("neg", "negation modifier") - +dep-row("nmod", "modifier of nominal") - +dep-row("nn", "noun compound modifier") - +dep-row("npadvmod", "noun phrase as adverbial modifier") - +dep-row("nsubj", "nominal subject") - +dep-row("nsubjpass", "nominal subject (passive)") - +dep-row("num", "number modifier") - +dep-row("number", "number compound modifier") - +dep-row("oprd", "object predicate") - +dep-row("obj", "object") - +dep-row("obl", "oblique nominal") - +dep-row("parataxis", "parataxis") - +dep-row("partmod", "participal modifier") - +dep-row("pcomp", "complement of preposition") - +dep-row("pobj", "object of preposition") - +dep-row("poss", "possession modifier") - +dep-row("possessive", "possessive modifier") - +dep-row("preconj", "pre-correlative conjunction") - +dep-row("prep", "prepositional modifier") - +dep-row("prt", "particle") - +dep-row("punct", "punctuation") - +dep-row("quantmod", "modifier of quantifier") - +dep-row("rcmod", "relative clause modifier") - +dep-row("root", "root") - +dep-row("xcomp", "open clausal complement") ++accordion("English", "dependency-parsing-english") + p + | The English dependency labels use the + | #[+a("http://www.mathcs.emory.edu/~choi/doc/clear-dependency-2012.pdf") CLEAR Style] + | by #[+a("http://www.clearnlp.com") ClearNLP]. -+h(3, "dependency-parsing-german") German dependency labels + +table(["Label", "Description"]) + +dep-row("acomp", "adjectival complement") + +dep-row("advcl", "adverbial clause modifier") + +dep-row("advmod", "adverbial modifier") + +dep-row("agent", "agent") + +dep-row("amod", "adjectival modifier") + +dep-row("appos", "appositional modifier") + +dep-row("attr", "attribute") + +dep-row("aux", "auxiliary") + +dep-row("auxpass", "auxiliary (passive)") + +dep-row("cc", "coordinating conjunction") + +dep-row("ccomp", "clausal complement") + +dep-row("complm", "complementizer") + +dep-row("conj", "conjunct") + +dep-row("cop", "copula") + +dep-row("csubj", "clausal subject") + +dep-row("csubjpass", "clausal subject (passive)") + +dep-row("dep", "unclassified dependent") + +dep-row("det", "determiner") + +dep-row("dobj", "direct object") + +dep-row("expl", "expletive") + +dep-row("hmod", "modifier in hyphenation") + +dep-row("hyph", "hyphen") + +dep-row("infmod", "infinitival modifier") + +dep-row("intj", "interjection") + +dep-row("iobj", "indirect object") + +dep-row("mark", "marker") + +dep-row("meta", "meta modifier") + +dep-row("neg", "negation modifier") + +dep-row("nmod", "modifier of nominal") + +dep-row("nn", "noun compound modifier") + +dep-row("npadvmod", "noun phrase as adverbial modifier") + +dep-row("nsubj", "nominal subject") + +dep-row("nsubjpass", "nominal subject (passive)") + +dep-row("num", "number modifier") + +dep-row("number", "number compound modifier") + +dep-row("oprd", "object predicate") + +dep-row("obj", "object") + +dep-row("obl", "oblique nominal") + +dep-row("parataxis", "parataxis") + +dep-row("partmod", "participal modifier") + +dep-row("pcomp", "complement of preposition") + +dep-row("pobj", "object of preposition") + +dep-row("poss", "possession modifier") + +dep-row("possessive", "possessive modifier") + +dep-row("preconj", "pre-correlative conjunction") + +dep-row("prep", "prepositional modifier") + +dep-row("prt", "particle") + +dep-row("punct", "punctuation") + +dep-row("quantmod", "modifier of quantifier") + +dep-row("rcmod", "relative clause modifier") + +dep-row("root", "root") + +dep-row("xcomp", "open clausal complement") -p - | The German dependency labels use the - | #[+a("http://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/TIGERCorpus/annotation/index.html") TIGER Treebank] - | annotation scheme. ++accordion("German", "dependency-parsing-german") + p + | The German dependency labels use the + | #[+a("http://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/TIGERCorpus/annotation/index.html") TIGER Treebank] + | annotation scheme. -+table(["Label", "Description"]) - +dep-row("ac", "adpositional case marker") - +dep-row("adc", "adjective component") - +dep-row("ag", "genitive attribute") - +dep-row("ams", "measure argument of adjective") - +dep-row("app", "apposition") - +dep-row("avc", "adverbial phrase component") - +dep-row("cc", "comparative complement") - +dep-row("cd", "coordinating conjunction") - +dep-row("cj", "conjunct") - +dep-row("cm", "comparative conjunction") - +dep-row("cp", "complementizer") - +dep-row("cvc", "collocational verb construction") - +dep-row("da", "dative") - +dep-row("dh", "discourse-level head") - +dep-row("dm", "discourse marker") - +dep-row("ep", "expletive es") - +dep-row("hd", "head") - +dep-row("ju", "junctor") - +dep-row("mnr", "postnominal modifier") - +dep-row("mo", "modifier") - +dep-row("ng", "negation") - +dep-row("nk", "noun kernel element") - +dep-row("nmc", "numerical component") - +dep-row("oa", "accusative object") - +dep-row("oa", "second accusative object") - +dep-row("oc", "clausal object") - +dep-row("og", "genitive object") - +dep-row("op", "prepositional object") - +dep-row("par", "parenthetical element") - +dep-row("pd", "predicate") - +dep-row("pg", "phrasal genitive") - +dep-row("ph", "placeholder") - +dep-row("pm", "morphological particle") - +dep-row("pnc", "proper noun component") - +dep-row("rc", "relative clause") - +dep-row("re", "repeated element") - +dep-row("rs", "reported speech") - +dep-row("sb", "subject") + +table(["Label", "Description"]) + +dep-row("ac", "adpositional case marker") + +dep-row("adc", "adjective component") + +dep-row("ag", "genitive attribute") + +dep-row("ams", "measure argument of adjective") + +dep-row("app", "apposition") + +dep-row("avc", "adverbial phrase component") + +dep-row("cc", "comparative complement") + +dep-row("cd", "coordinating conjunction") + +dep-row("cj", "conjunct") + +dep-row("cm", "comparative conjunction") + +dep-row("cp", "complementizer") + +dep-row("cvc", "collocational verb construction") + +dep-row("da", "dative") + +dep-row("dh", "discourse-level head") + +dep-row("dm", "discourse marker") + +dep-row("ep", "expletive es") + +dep-row("hd", "head") + +dep-row("ju", "junctor") + +dep-row("mnr", "postnominal modifier") + +dep-row("mo", "modifier") + +dep-row("ng", "negation") + +dep-row("nk", "noun kernel element") + +dep-row("nmc", "numerical component") + +dep-row("oa", "accusative object") + +dep-row("oa", "second accusative object") + +dep-row("oc", "clausal object") + +dep-row("og", "genitive object") + +dep-row("op", "prepositional object") + +dep-row("par", "parenthetical element") + +dep-row("pd", "predicate") + +dep-row("pg", "phrasal genitive") + +dep-row("ph", "placeholder") + +dep-row("pm", "morphological particle") + +dep-row("pnc", "proper noun component") + +dep-row("rc", "relative clause") + +dep-row("re", "repeated element") + +dep-row("rs", "reported speech") + +dep-row("sb", "subject") diff --git a/website/api/_annotation/_pos-tags.jade b/website/api/_annotation/_pos-tags.jade index 51db4f4e2..ad878633f 100644 --- a/website/api/_annotation/_pos-tags.jade +++ b/website/api/_annotation/_pos-tags.jade @@ -1,134 +1,138 @@ //- 💫 DOCS > API > ANNOTATION > POS TAGS -+h(3, "pos-tagging-english") English part-of-speech tag scheme - p - | The English part-of-speech tagger uses the - | #[+a("https://catalog.ldc.upenn.edu/LDC2013T19") OntoNotes 5] version of - | the Penn Treebank tag set. We also map the tags to the simpler Google - | Universal POS tag set. + | This section lists the fine-grained and coarse-grained part-of-speech + | tags assigned by spaCy's #[+a("/models") models]. The individual mapping + | is specific to the training corpus and can be defined in the respective + | language data's #[+a("/usage/adding-languages#tag-map") #[code tag_map.py]]. -+table(["Tag", "POS", "Morphology", "Description"]) - +pos-row("-LRB-", "PUNCT", "PunctType=brck PunctSide=ini", "left round bracket") - +pos-row("-PRB-", "PUNCT", "PunctType=brck PunctSide=fin", "right round bracket") - +pos-row(",", "PUNCT", "PunctType=comm", "punctuation mark, comma") - +pos-row(":", "PUNCT", "", "punctuation mark, colon or ellipsis") - +pos-row(".", "PUNCT", "PunctType=peri", "punctuation mark, sentence closer") - +pos-row("''", "PUNCT", "PunctType=quot PunctSide=fin", "closing quotation mark") - +pos-row("\"\"", "PUNCT", "PunctType=quot PunctSide=fin", "closing quotation mark") - +pos-row("#", "SYM", "SymType=numbersign", "symbol, number sign") - +pos-row("``", "PUNCT", "PunctType=quot PunctSide=ini", "opening quotation mark") - +pos-row("$", "SYM", "SymType=currency", "symbol, currency") - +pos-row("ADD", "X", "", "email") - +pos-row("AFX", "ADJ", "Hyph=yes", "affix") - +pos-row("BES", "VERB", "", 'auxiliary "be"') - +pos-row("CC", "CONJ", "ConjType=coor", "conjunction, coordinating") - +pos-row("CD", "NUM", "NumType=card", "cardinal number") - +pos-row("DT", "DET", "determiner") - +pos-row("EX", "ADV", "AdvType=ex", "existential there") - +pos-row("FW", "X", "Foreign=yes", "foreign word") - +pos-row("GW", "X", "", "additional word in multi-word expression") - +pos-row("HVS", "VERB", "", 'forms of "have"') - +pos-row("HYPH", "PUNCT", "PunctType=dash", "punctuation mark, hyphen") - +pos-row("IN", "ADP", "", "conjunction, subordinating or preposition") - +pos-row("JJ", "ADJ", "Degree=pos", "adjective") - +pos-row("JJR", "ADJ", "Degree=comp", "adjective, comparative") - +pos-row("JJS", "ADJ", "Degree=sup", "adjective, superlative") - +pos-row("LS", "PUNCT", "NumType=ord", "list item marker") - +pos-row("MD", "VERB", "VerbType=mod", "verb, modal auxiliary") - +pos-row("NFP", "PUNCT", "", "superfluous punctuation") - +pos-row("NIL", "", "", "missing tag") - +pos-row("NN", "NOUN", "Number=sing", "noun, singular or mass") - +pos-row("NNP", "PROPN", "NounType=prop Number=sign", "noun, proper singular") - +pos-row("NNPS", "PROPN", "NounType=prop Number=plur", "noun, proper plural") - +pos-row("NNS", "NOUN", "Number=plur", "noun, plural") - +pos-row("PDT", "ADJ", "AdjType=pdt PronType=prn", "predeterminer") - +pos-row("POS", "PART", "Poss=yes", "possessive ending") - +pos-row("PRP", "PRON", "PronType=prs", "pronoun, personal") - +pos-row("PRP$", "ADJ", "PronType=prs Poss=yes", "pronoun, possessive") - +pos-row("RB", "ADV", "Degree=pos", "adverb") - +pos-row("RBR", "ADV", "Degree=comp", "adverb, comparative") - +pos-row("RBS", "ADV", "Degree=sup", "adverb, superlative") - +pos-row("RP", "PART", "", "adverb, particle") - +pos-row("SP", "SPACE", "", "space") - +pos-row("SYM", "SYM", "", "symbol") - +pos-row("TO", "PART", "PartType=inf VerbForm=inf", "infinitival to") - +pos-row("UH", "INTJ", "", "interjection") - +pos-row("VB", "VERB", "VerbForm=inf", "verb, base form") - +pos-row("VBD", "VERB", "VerbForm=fin Tense=past", "verb, past tense") - +pos-row("VBG", "VERB", "VerbForm=part Tense=pres Aspect=prog", "verb, gerund or present participle") - +pos-row("VBN", "VERB", "VerbForm=part Tense=past Aspect=perf", "verb, past participle") - +pos-row("VBP", "VERB", "VerbForm=fin Tense=pres", "verb, non-3rd person singular present") - +pos-row("VBZ", "VERB", "VerbForm=fin Tense=pres Number=sing Person=3", "verb, 3rd person singular present") - +pos-row("WDT", "ADJ", "PronType=int|rel", "wh-determiner") - +pos-row("WP", "NOUN", "PronType=int|rel", "wh-pronoun, personal") - +pos-row("WP$", "ADJ", "Poss=yes PronType=int|rel", "wh-pronoun, possessive") - +pos-row("WRB", "ADV", "PronType=int|rel", "wh-adverb") - +pos-row("XX", "X", "", "unknown") ++accordion("English", "pos-tagging-english") + p + | The English part-of-speech tagger uses the + | #[+a("https://catalog.ldc.upenn.edu/LDC2013T19") OntoNotes 5] version of + | the Penn Treebank tag set. We also map the tags to the simpler Google + | Universal POS tag set. -+h(3, "pos-tagging-german") German part-of-speech tag scheme + +table(["Tag", "POS", "Morphology", "Description"]) + +pos-row("-LRB-", "PUNCT", "PunctType=brck PunctSide=ini", "left round bracket") + +pos-row("-PRB-", "PUNCT", "PunctType=brck PunctSide=fin", "right round bracket") + +pos-row(",", "PUNCT", "PunctType=comm", "punctuation mark, comma") + +pos-row(":", "PUNCT", "", "punctuation mark, colon or ellipsis") + +pos-row(".", "PUNCT", "PunctType=peri", "punctuation mark, sentence closer") + +pos-row("''", "PUNCT", "PunctType=quot PunctSide=fin", "closing quotation mark") + +pos-row("\"\"", "PUNCT", "PunctType=quot PunctSide=fin", "closing quotation mark") + +pos-row("#", "SYM", "SymType=numbersign", "symbol, number sign") + +pos-row("``", "PUNCT", "PunctType=quot PunctSide=ini", "opening quotation mark") + +pos-row("$", "SYM", "SymType=currency", "symbol, currency") + +pos-row("ADD", "X", "", "email") + +pos-row("AFX", "ADJ", "Hyph=yes", "affix") + +pos-row("BES", "VERB", "", 'auxiliary "be"') + +pos-row("CC", "CONJ", "ConjType=coor", "conjunction, coordinating") + +pos-row("CD", "NUM", "NumType=card", "cardinal number") + +pos-row("DT", "DET", "determiner") + +pos-row("EX", "ADV", "AdvType=ex", "existential there") + +pos-row("FW", "X", "Foreign=yes", "foreign word") + +pos-row("GW", "X", "", "additional word in multi-word expression") + +pos-row("HVS", "VERB", "", 'forms of "have"') + +pos-row("HYPH", "PUNCT", "PunctType=dash", "punctuation mark, hyphen") + +pos-row("IN", "ADP", "", "conjunction, subordinating or preposition") + +pos-row("JJ", "ADJ", "Degree=pos", "adjective") + +pos-row("JJR", "ADJ", "Degree=comp", "adjective, comparative") + +pos-row("JJS", "ADJ", "Degree=sup", "adjective, superlative") + +pos-row("LS", "PUNCT", "NumType=ord", "list item marker") + +pos-row("MD", "VERB", "VerbType=mod", "verb, modal auxiliary") + +pos-row("NFP", "PUNCT", "", "superfluous punctuation") + +pos-row("NIL", "", "", "missing tag") + +pos-row("NN", "NOUN", "Number=sing", "noun, singular or mass") + +pos-row("NNP", "PROPN", "NounType=prop Number=sign", "noun, proper singular") + +pos-row("NNPS", "PROPN", "NounType=prop Number=plur", "noun, proper plural") + +pos-row("NNS", "NOUN", "Number=plur", "noun, plural") + +pos-row("PDT", "ADJ", "AdjType=pdt PronType=prn", "predeterminer") + +pos-row("POS", "PART", "Poss=yes", "possessive ending") + +pos-row("PRP", "PRON", "PronType=prs", "pronoun, personal") + +pos-row("PRP$", "ADJ", "PronType=prs Poss=yes", "pronoun, possessive") + +pos-row("RB", "ADV", "Degree=pos", "adverb") + +pos-row("RBR", "ADV", "Degree=comp", "adverb, comparative") + +pos-row("RBS", "ADV", "Degree=sup", "adverb, superlative") + +pos-row("RP", "PART", "", "adverb, particle") + +pos-row("SP", "SPACE", "", "space") + +pos-row("SYM", "SYM", "", "symbol") + +pos-row("TO", "PART", "PartType=inf VerbForm=inf", "infinitival to") + +pos-row("UH", "INTJ", "", "interjection") + +pos-row("VB", "VERB", "VerbForm=inf", "verb, base form") + +pos-row("VBD", "VERB", "VerbForm=fin Tense=past", "verb, past tense") + +pos-row("VBG", "VERB", "VerbForm=part Tense=pres Aspect=prog", "verb, gerund or present participle") + +pos-row("VBN", "VERB", "VerbForm=part Tense=past Aspect=perf", "verb, past participle") + +pos-row("VBP", "VERB", "VerbForm=fin Tense=pres", "verb, non-3rd person singular present") + +pos-row("VBZ", "VERB", "VerbForm=fin Tense=pres Number=sing Person=3", "verb, 3rd person singular present") + +pos-row("WDT", "ADJ", "PronType=int|rel", "wh-determiner") + +pos-row("WP", "NOUN", "PronType=int|rel", "wh-pronoun, personal") + +pos-row("WP$", "ADJ", "Poss=yes PronType=int|rel", "wh-pronoun, possessive") + +pos-row("WRB", "ADV", "PronType=int|rel", "wh-adverb") + +pos-row("XX", "X", "", "unknown") -p - | The German part-of-speech tagger uses the - | #[+a("http://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/TIGERCorpus/annotation/index.html") TIGER Treebank] - | annotation scheme. We also map the tags to the simpler Google - | Universal POS tag set. ++accordion("German", "pos-tagging-german") + p + | The German part-of-speech tagger uses the + | #[+a("http://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/TIGERCorpus/annotation/index.html") TIGER Treebank] + | annotation scheme. We also map the tags to the simpler Google + | Universal POS tag set. -+table(["Tag", "POS", "Morphology", "Description"]) - +pos-row("$(", "PUNCT", "PunctType=brck", "other sentence-internal punctuation mark") - +pos-row("$,", "PUNCT", "PunctType=comm", "comma") - +pos-row("$.", "PUNCT", "PunctType=peri", "sentence-final punctuation mark") - +pos-row("ADJA", "ADJ", "", "adjective, attributive") - +pos-row("ADJD", "ADJ", "Variant=short", "adjective, adverbial or predicative") - +pos-row("ADV", "ADV", "", "adverb") - +pos-row("APPO", "ADP", "AdpType=post", "postposition") - +pos-row("APPR", "ADP", "AdpType=prep", "preposition; circumposition left") - +pos-row("APPRART", "ADP", "AdpType=prep PronType=art", "preposition with article") - +pos-row("APZR", "ADP", "AdpType=circ", "circumposition right") - +pos-row("ART", "DET", "PronType=art", "definite or indefinite article") - +pos-row("CARD", "NUM", "NumType=card", "cardinal number") - +pos-row("FM", "X", "Foreign=yes", "foreign language material") - +pos-row("ITJ", "INTJ", "", "interjection") - +pos-row("KOKOM", "CONJ", "ConjType=comp", "comparative conjunction") - +pos-row("KON", "CONJ", "", "coordinate conjunction") - +pos-row("KOUI", "SCONJ", "", 'subordinate conjunction with "zu" and infinitive') - +pos-row("KOUS", "SCONJ", "", "subordinate conjunction with sentence") - +pos-row("NE", "PROPN", "", "proper noun") - +pos-row("NNE", "PROPN", "", "proper noun") - +pos-row("NN", "NOUN", "", "noun, singular or mass") - +pos-row("PAV", "ADV", "PronType=dem", "pronominal adverb") - +pos-row("PROAV", "ADV", "PronType=dem", "pronominal adverb") - +pos-row("PDAT", "DET", "PronType=dem", "attributive demonstrative pronoun") - +pos-row("PDS", "PRON", "PronType=dem", "substituting demonstrative pronoun") - +pos-row("PIAT", "DET", "PronType=ind|neg|tot", "attributive indefinite pronoun without determiner") - +pos-row("PIDAT", "DET", "AdjType=pdt PronType=ind|neg|tot", "attributive indefinite pronoun with determiner") - +pos-row("PIS", "PRON", "PronType=ind|neg|tot", "substituting indefinite pronoun") - +pos-row("PPER", "PRON", "PronType=prs", "non-reflexive personal pronoun") - +pos-row("PPOSAT", "DET", "Poss=yes PronType=prs", "attributive possessive pronoun") - +pos-row("PPOSS", "PRON", "PronType=rel", "substituting possessive pronoun") - +pos-row("PRELAT", "DET", "PronType=rel", "attributive relative pronoun") - +pos-row("PRELS", "PRON", "PronType=rel", "substituting relative pronoun") - +pos-row("PRF", "PRON", "PronType=prs Reflex=yes", "reflexive personal pronoun") - +pos-row("PTKA", "PART", "", "particle with adjective or adverb") - +pos-row("PTKANT", "PART", "PartType=res", "answer particle") - +pos-row("PTKNEG", "PART", "Negative=yes", "negative particle") - +pos-row("PTKVZ", "PART", "PartType=vbp", "separable verbal particle") - +pos-row("PTKZU", "PART", "PartType=inf", '"zu" before infinitive') - +pos-row("PWAT", "DET", "PronType=int", "attributive interrogative pronoun") - +pos-row("PWAV", "ADV", "PronType=int", "adverbial interrogative or relative pronoun") - +pos-row("PWS", "PRON", "PronType=int", "substituting interrogative pronoun") - +pos-row("TRUNC", "X", "Hyph=yes", "word remnant") - +pos-row("VAFIN", "AUX", "Mood=ind VerbForm=fin", "finite verb, auxiliary") - +pos-row("VAIMP", "AUX", "Mood=imp VerbForm=fin", "imperative, auxiliary") - +pos-row("VAINF", "AUX", "VerbForm=inf", "infinitive, auxiliary") - +pos-row("VAPP", "AUX", "Aspect=perf VerbForm=fin", "perfect participle, auxiliary") - +pos-row("VMFIN", "VERB", "Mood=ind VerbForm=fin VerbType=mod", "finite verb, modal") - +pos-row("VMINF", "VERB", "VerbForm=fin VerbType=mod", "infinitive, modal") - +pos-row("VMPP", "VERB", "Aspect=perf VerbForm=part VerbType=mod", "perfect participle, modal") - +pos-row("VVFIN", "VERB", "Mood=ind VerbForm=fin", "finite verb, full") - +pos-row("VVIMP", "VERB", "Mood=imp VerbForm=fin", "imperative, full") - +pos-row("VVINF", "VERB", "VerbForm=inf", "infinitive, full") - +pos-row("VVIZU", "VERB", "VerbForm=inf", 'infinitive with "zu", full') - +pos-row("VVPP", "VERB", "Aspect=perf VerbForm=part", "perfect participle, full") - +pos-row("XY", "X", "", "non-word containing non-letter") - +pos-row("SP", "SPACE", "", "space") + +table(["Tag", "POS", "Morphology", "Description"]) + +pos-row("$(", "PUNCT", "PunctType=brck", "other sentence-internal punctuation mark") + +pos-row("$,", "PUNCT", "PunctType=comm", "comma") + +pos-row("$.", "PUNCT", "PunctType=peri", "sentence-final punctuation mark") + +pos-row("ADJA", "ADJ", "", "adjective, attributive") + +pos-row("ADJD", "ADJ", "Variant=short", "adjective, adverbial or predicative") + +pos-row("ADV", "ADV", "", "adverb") + +pos-row("APPO", "ADP", "AdpType=post", "postposition") + +pos-row("APPR", "ADP", "AdpType=prep", "preposition; circumposition left") + +pos-row("APPRART", "ADP", "AdpType=prep PronType=art", "preposition with article") + +pos-row("APZR", "ADP", "AdpType=circ", "circumposition right") + +pos-row("ART", "DET", "PronType=art", "definite or indefinite article") + +pos-row("CARD", "NUM", "NumType=card", "cardinal number") + +pos-row("FM", "X", "Foreign=yes", "foreign language material") + +pos-row("ITJ", "INTJ", "", "interjection") + +pos-row("KOKOM", "CONJ", "ConjType=comp", "comparative conjunction") + +pos-row("KON", "CONJ", "", "coordinate conjunction") + +pos-row("KOUI", "SCONJ", "", 'subordinate conjunction with "zu" and infinitive') + +pos-row("KOUS", "SCONJ", "", "subordinate conjunction with sentence") + +pos-row("NE", "PROPN", "", "proper noun") + +pos-row("NNE", "PROPN", "", "proper noun") + +pos-row("NN", "NOUN", "", "noun, singular or mass") + +pos-row("PAV", "ADV", "PronType=dem", "pronominal adverb") + +pos-row("PROAV", "ADV", "PronType=dem", "pronominal adverb") + +pos-row("PDAT", "DET", "PronType=dem", "attributive demonstrative pronoun") + +pos-row("PDS", "PRON", "PronType=dem", "substituting demonstrative pronoun") + +pos-row("PIAT", "DET", "PronType=ind|neg|tot", "attributive indefinite pronoun without determiner") + +pos-row("PIDAT", "DET", "AdjType=pdt PronType=ind|neg|tot", "attributive indefinite pronoun with determiner") + +pos-row("PIS", "PRON", "PronType=ind|neg|tot", "substituting indefinite pronoun") + +pos-row("PPER", "PRON", "PronType=prs", "non-reflexive personal pronoun") + +pos-row("PPOSAT", "DET", "Poss=yes PronType=prs", "attributive possessive pronoun") + +pos-row("PPOSS", "PRON", "PronType=rel", "substituting possessive pronoun") + +pos-row("PRELAT", "DET", "PronType=rel", "attributive relative pronoun") + +pos-row("PRELS", "PRON", "PronType=rel", "substituting relative pronoun") + +pos-row("PRF", "PRON", "PronType=prs Reflex=yes", "reflexive personal pronoun") + +pos-row("PTKA", "PART", "", "particle with adjective or adverb") + +pos-row("PTKANT", "PART", "PartType=res", "answer particle") + +pos-row("PTKNEG", "PART", "Negative=yes", "negative particle") + +pos-row("PTKVZ", "PART", "PartType=vbp", "separable verbal particle") + +pos-row("PTKZU", "PART", "PartType=inf", '"zu" before infinitive') + +pos-row("PWAT", "DET", "PronType=int", "attributive interrogative pronoun") + +pos-row("PWAV", "ADV", "PronType=int", "adverbial interrogative or relative pronoun") + +pos-row("PWS", "PRON", "PronType=int", "substituting interrogative pronoun") + +pos-row("TRUNC", "X", "Hyph=yes", "word remnant") + +pos-row("VAFIN", "AUX", "Mood=ind VerbForm=fin", "finite verb, auxiliary") + +pos-row("VAIMP", "AUX", "Mood=imp VerbForm=fin", "imperative, auxiliary") + +pos-row("VAINF", "AUX", "VerbForm=inf", "infinitive, auxiliary") + +pos-row("VAPP", "AUX", "Aspect=perf VerbForm=fin", "perfect participle, auxiliary") + +pos-row("VMFIN", "VERB", "Mood=ind VerbForm=fin VerbType=mod", "finite verb, modal") + +pos-row("VMINF", "VERB", "VerbForm=fin VerbType=mod", "infinitive, modal") + +pos-row("VMPP", "VERB", "Aspect=perf VerbForm=part VerbType=mod", "perfect participle, modal") + +pos-row("VVFIN", "VERB", "Mood=ind VerbForm=fin", "finite verb, full") + +pos-row("VVIMP", "VERB", "Mood=imp VerbForm=fin", "imperative, full") + +pos-row("VVINF", "VERB", "VerbForm=inf", "infinitive, full") + +pos-row("VVIZU", "VERB", "VerbForm=inf", 'infinitive with "zu", full') + +pos-row("VVPP", "VERB", "Aspect=perf VerbForm=part", "perfect participle, full") + +pos-row("XY", "X", "", "non-word containing non-letter") + +pos-row("SP", "SPACE", "", "space") diff --git a/website/usage/_linguistic-features/_dependency-parse.jade b/website/usage/_linguistic-features/_dependency-parse.jade index fa14aed09..c26d18095 100644 --- a/website/usage/_linguistic-features/_dependency-parse.jade +++ b/website/usage/_linguistic-features/_dependency-parse.jade @@ -181,6 +181,10 @@ p +annotation-row(["their", "ADJ", "poss", "requests"], style) +annotation-row(["requests", "NOUN", "dobj", "submit"], style) ++h(3, "dep-scheme") Dependency label scheme + +include ../../api/_annotation/_dep-labels + +h(3, "displacy") Visualizing dependencies p diff --git a/website/usage/_linguistic-features/_pos-tagging.jade b/website/usage/_linguistic-features/_pos-tagging.jade index 569828634..2639b0224 100644 --- a/website/usage/_linguistic-features/_pos-tagging.jade +++ b/website/usage/_linguistic-features/_pos-tagging.jade @@ -68,4 +68,6 @@ p | list-based exception files, acquired from | #[+a("https://wordnet.princeton.edu/") WordNet]. ++h(3, "pos-scheme") Part-of-speech tag scheme + include ../../api/_annotation/_pos-tags From 15de2bb01d09eab61edc726abd61c612c5487a0f Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 16:09:48 +0100 Subject: [PATCH 09/25] Update and simplify other annotation scheme data --- website/api/_annotation/_text-processing.jade | 55 ++++++++++++++++ website/api/_data.json | 4 +- website/api/annotation.jade | 64 +------------------ 3 files changed, 59 insertions(+), 64 deletions(-) create mode 100644 website/api/_annotation/_text-processing.jade diff --git a/website/api/_annotation/_text-processing.jade b/website/api/_annotation/_text-processing.jade new file mode 100644 index 000000000..564e76f08 --- /dev/null +++ b/website/api/_annotation/_text-processing.jade @@ -0,0 +1,55 @@ +//- 💫 DOCS > API > ANNOTATION > TEXT PROCESSING + ++aside-code("Example"). + from spacy.lang.en import English + nlp = English() + tokens = nlp('Some\nspaces and\ttab characters') + tokens_text = [t.text for t in tokens] + assert tokens_text == ['Some', '\n', 'spaces', ' ', 'and', + '\t', 'tab', 'characters'] + +p + | Tokenization standards are based on the + | #[+a("https://catalog.ldc.upenn.edu/LDC2013T19") OntoNotes 5] corpus. + | The tokenizer differs from most by including + | #[strong tokens for significant whitespace]. Any sequence of + | whitespace characters beyond a single space (#[code ' ']) is included + | as a token. The whitespace tokens are useful for much the same reason + | punctuation is – it's often an important delimiter in the text. By + | preserving it in the token output, we are able to maintain a simple + | alignment between the tokens and the original string, and we ensure + | that #[strong no information is lost] during processing. + ++h(3, "lemmatization") Lemmatization + ++aside("Examples") + | In English, this means:#[br] + | #[strong Adjectives]: happier, happiest → happy#[br] + | #[strong Adverbs]: worse, worst → badly#[br] + | #[strong Nouns]: dogs, children → dog, child#[br] + | #[strong Verbs]: writes, wirting, wrote, written → write + + +p + | A lemma is the uninflected form of a word. The English lemmatization + | data is taken from #[+a("https://wordnet.princeton.edu") WordNet]. + | Lookup tables are taken from + | #[+a("http://www.lexiconista.com/datasets/lemmatization/") Lexiconista]. + | spaCy also adds a #[strong special case for pronouns]: all pronouns + | are lemmatized to the special token #[code -PRON-]. + ++infobox("About spaCy's custom pronoun lemma", "⚠️") + | Unlike verbs and common nouns, there's no clear base form of a personal + | pronoun. Should the lemma of "me" be "I", or should we normalize person + | as well, giving "it" — or maybe "he"? spaCy's solution is to introduce a + | novel symbol, #[code -PRON-], which is used as the lemma for + | all personal pronouns. + ++h(3, "sentence-boundary") Sentence boundary detection + +p + | Sentence boundaries are calculated from the syntactic parse tree, so + | features such as punctuation and capitalisation play an important but + | non-decisive role in determining the sentence boundaries. Usually this + | means that the sentence boundaries will at least coincide with clause + | boundaries, even given poorly punctuated text. diff --git a/website/api/_data.json b/website/api/_data.json index 9d447570f..67b9debf0 100644 --- a/website/api/_data.json +++ b/website/api/_data.json @@ -205,10 +205,8 @@ "title": "Annotation Specifications", "teaser": "Schemes used for labels, tags and training data.", "menu": { - "Tokenization": "tokenization", - "Sentence Boundaries": "sbd", + "Text Processing": "text-processing", "POS Tagging": "pos-tagging", - "Lemmatization": "lemmatization", "Dependencies": "dependency-parsing", "Named Entities": "named-entities", "Models & Training": "training" diff --git a/website/api/annotation.jade b/website/api/annotation.jade index 16598371d..bff9a71cb 100644 --- a/website/api/annotation.jade +++ b/website/api/annotation.jade @@ -2,43 +2,9 @@ include ../_includes/_mixins -p This document describes the target annotations spaCy is trained to predict. - - -+section("tokenization") - +h(2, "tokenization") Tokenization - - p - | Tokenization standards are based on the - | #[+a("https://catalog.ldc.upenn.edu/LDC2013T19") OntoNotes 5] corpus. - | The tokenizer differs from most by including tokens for significant - | whitespace. Any sequence of whitespace characters beyond a single space - | (#[code ' ']) is included as a token. - - +aside-code("Example"). - from spacy.lang.en import English - nlp = English() - tokens = nlp('Some\nspaces and\ttab characters') - tokens_text = [t.text for t in tokens] - assert tokens_text == ['Some', '\n', 'spaces', ' ', 'and', - '\t', 'tab', 'characters'] - - p - | The whitespace tokens are useful for much the same reason punctuation is - | – it's often an important delimiter in the text. By preserving it in the - | token output, we are able to maintain a simple alignment between the - | tokens and the original string, and we ensure that no information is - | lost during processing. - -+section("sbd") - +h(2, "sentence-boundary") Sentence boundary detection - - p - | Sentence boundaries are calculated from the syntactic parse tree, so - | features such as punctuation and capitalisation play an important but - | non-decisive role in determining the sentence boundaries. Usually this - | means that the sentence boundaries will at least coincide with clause - | boundaries, even given poorly punctuated text. ++section("text-processing") + +h(2, "text-processing") Text Processing + include _annotation/_text-processing +section("pos-tagging") +h(2, "pos-tagging") Part-of-speech Tagging @@ -50,30 +16,6 @@ p This document describes the target annotations spaCy is trained to predict. include _annotation/_pos-tags -+section("lemmatization") - +h(2, "lemmatization") Lemmatization - - p A "lemma" is the uninflected form of a word. In English, this means: - - +list - +item #[strong Adjectives]: The form like "happy", not "happier" or "happiest" - +item #[strong Adverbs]: The form like "badly", not "worse" or "worst" - +item #[strong Nouns]: The form like "dog", not "dogs"; like "child", not "children" - +item #[strong Verbs]: The form like "write", not "writes", "writing", "wrote" or "written" - - p - | The lemmatization data is taken from - | #[+a("https://wordnet.princeton.edu") WordNet]. However, we also add a - | special case for pronouns: all pronouns are lemmatized to the special - | token #[code -PRON-]. - - +infobox("About spaCy's custom pronoun lemma") - | Unlike verbs and common nouns, there's no clear base form of a personal - | pronoun. Should the lemma of "me" be "I", or should we normalize person - | as well, giving "it" — or maybe "he"? spaCy's solution is to introduce a - | novel symbol, #[code -PRON-], which is used as the lemma for - | all personal pronouns. - +section("dependency-parsing") +h(2, "dependency-parsing") Syntactic Dependency Parsing From 717e8124fb5bfe0f222cb4fc9b46e264a5ad2e41 Mon Sep 17 00:00:00 2001 From: Matthew Honnibal Date: Sun, 5 Nov 2017 17:11:00 +0100 Subject: [PATCH 10/25] Update Keras sentiment analysis example --- examples/deep_learning_keras.py | 73 +++++++++++++++++++-------------- 1 file changed, 43 insertions(+), 30 deletions(-) diff --git a/examples/deep_learning_keras.py b/examples/deep_learning_keras.py index 0ce0581bd..ee3bba006 100644 --- a/examples/deep_learning_keras.py +++ b/examples/deep_learning_keras.py @@ -9,7 +9,9 @@ from keras.models import Sequential, model_from_json from keras.layers import LSTM, Dense, Embedding, Dropout, Bidirectional from keras.layers import TimeDistributed from keras.optimizers import Adam -import cPickle as pickle +from spacy.compat import pickle + +import thinc.extra.datasets import spacy @@ -70,11 +72,14 @@ def get_features(docs, max_length): for i, doc in enumerate(docs): j = 0 for token in doc: - if token.has_vector and not token.is_punct and not token.is_space: - Xs[i, j] = token.rank + 1 - j += 1 - if j >= max_length: - break + vector_id = token.vocab.vectors.find(key=token.orth) + if vector_id >= 0: + Xs[i, j] = vector_id + else: + Xs[i, j] = 0 + j += 1 + if j >= max_length: + break return Xs @@ -82,12 +87,13 @@ def train(train_texts, train_labels, dev_texts, dev_labels, lstm_shape, lstm_settings, lstm_optimizer, batch_size=100, nb_epoch=5, by_sentence=True): print("Loading spaCy") - nlp = spacy.load('en', entity=False) + nlp = spacy.load('en_vectors_web_lg') + nlp.add_pipe(nlp.create_pipe('sentencizer')) embeddings = get_embeddings(nlp.vocab) model = compile_lstm(embeddings, lstm_shape, lstm_settings) print("Parsing texts...") - train_docs = list(nlp.pipe(train_texts, batch_size=5000, n_threads=3)) - dev_docs = list(nlp.pipe(dev_texts, batch_size=5000, n_threads=3)) + train_docs = list(nlp.pipe(train_texts)) + dev_docs = list(nlp.pipe(dev_texts)) if by_sentence: train_docs, train_labels = get_labelled_sentences(train_docs, train_labels) dev_docs, dev_labels = get_labelled_sentences(dev_docs, dev_labels) @@ -111,9 +117,10 @@ def compile_lstm(embeddings, shape, settings): mask_zero=True ) ) - model.add(TimeDistributed(Dense(shape['nr_hidden'], bias=False))) - model.add(Bidirectional(LSTM(shape['nr_hidden'], dropout_U=settings['dropout'], - dropout_W=settings['dropout']))) + model.add(TimeDistributed(Dense(shape['nr_hidden'], use_bias=False))) + model.add(Bidirectional(LSTM(shape['nr_hidden'], + recurrent_dropout=settings['dropout'], + dropout=settings['dropout']))) model.add(Dense(shape['nr_class'], activation='sigmoid')) model.compile(optimizer=Adam(lr=settings['lr']), loss='binary_crossentropy', metrics=['accuracy']) @@ -121,12 +128,7 @@ def compile_lstm(embeddings, shape, settings): def get_embeddings(vocab): - max_rank = max(lex.rank+1 for lex in vocab if lex.has_vector) - vectors = numpy.ndarray((max_rank+1, vocab.vectors_length), dtype='float32') - for lex in vocab: - if lex.has_vector: - vectors[lex.rank + 1] = lex.vector - return vectors + return vocab.vectors.data def evaluate(model_dir, texts, labels, max_length=100): @@ -174,22 +176,32 @@ def read_data(data_dir, limit=0): batch_size=("Size of minibatches for training LSTM", "option", "b", int), nr_examples=("Limit to N examples", "option", "n", int) ) -def main(model_dir, train_dir, dev_dir, +def main(model_dir=None, train_dir=None, dev_dir=None, is_runtime=False, nr_hidden=64, max_length=100, # Shape dropout=0.5, learn_rate=0.001, # General NN config nb_epoch=5, batch_size=100, nr_examples=-1): # Training params - model_dir = pathlib.Path(model_dir) - train_dir = pathlib.Path(train_dir) - dev_dir = pathlib.Path(dev_dir) + if model_dir is not None: + model_dir = pathlib.Path(model_dir) + if train_dir is None or dev_dir is None: + imdb_data = thinc.extra.datasets.imdb() if is_runtime: - dev_texts, dev_labels = read_data(dev_dir) + if dev_dir is None: + dev_texts, dev_labels = zip(*imdb_data[1]) + else: + dev_texts, dev_labels = read_data(dev_dir) acc = evaluate(model_dir, dev_texts, dev_labels, max_length=max_length) print(acc) else: - print("Read data") - train_texts, train_labels = read_data(train_dir, limit=nr_examples) - dev_texts, dev_labels = read_data(dev_dir, limit=nr_examples) + if train_dir is None: + train_texts, train_labels = zip(*imdb_data[0]) + else: + print("Read data") + train_texts, train_labels = read_data(train_dir, limit=nr_examples) + if dev_dir is None: + dev_texts, dev_labels = zip(*imdb_data[1]) + else: + dev_texts, dev_labels = read_data(dev_dir, imdb_data, limit=nr_examples) train_labels = numpy.asarray(train_labels, dtype='int32') dev_labels = numpy.asarray(dev_labels, dtype='int32') lstm = train(train_texts, train_labels, dev_texts, dev_labels, @@ -198,10 +210,11 @@ def main(model_dir, train_dir, dev_dir, {}, nb_epoch=nb_epoch, batch_size=batch_size) weights = lstm.get_weights() - with (model_dir / 'model').open('wb') as file_: - pickle.dump(weights[1:], file_) - with (model_dir / 'config.json').open('wb') as file_: - file_.write(lstm.to_json()) + if model_dir is not None: + with (model_dir / 'model').open('wb') as file_: + pickle.dump(weights[1:], file_) + with (model_dir / 'config.json').open('wb') as file_: + file_.write(lstm.to_json()) if __name__ == '__main__': From 54579805c5d8034ad3153140173182fa8defda50 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 17:44:05 +0100 Subject: [PATCH 11/25] Fix French tag map --- spacy/lang/fr/tag_map.py | 423 ++++++++++++++++++++------------------- 1 file changed, 213 insertions(+), 210 deletions(-) diff --git a/spacy/lang/fr/tag_map.py b/spacy/lang/fr/tag_map.py index b023bdb6b..50d7c7391 100644 --- a/spacy/lang/fr/tag_map.py +++ b/spacy/lang/fr/tag_map.py @@ -1,216 +1,219 @@ # coding: utf8 from __future__ import unicode_literals +from ...symbols import POS, PUNCT, ADJ, CCONJ, NUM, DET, ADV, ADP, X, VERB +from ...symbols import NOUN, PROPN, PART, INTJ, SPACE, PRON + TAG_MAP = { - "ADJ__Gender=Fem|Number=Plur": {"pos": "PRON"}, - "ADJ__Gender=Fem|Number=Plur|NumType=Ord": {"pos": "PRON"}, - "ADJ__Gender=Fem|Number=Sing": {"pos": "PRON"}, - "ADJ__Gender=Fem|Number=Sing|NumType=Ord": {"pos": "PRON"}, - "ADJ__Gender=Masc": {"pos": "PRON"}, - "ADJ__Gender=Masc|Number=Plur": {"pos": "PRON"}, - "ADJ__Gender=Masc|Number=Plur|NumType=Ord": {"pos": "PRON"}, - "ADJ__Gender=Masc|Number=Sing": {"pos": "PRON"}, - "ADJ__Gender=Masc|Number=Sing|NumType=Card": {"pos": "PRON"}, - "ADJ__Gender=Masc|Number=Sing|NumType=Ord": {"pos": "PRON"}, - "ADJ__NumType=Card": {"pos": "PRON"}, - "ADJ__NumType=Ord": {"pos": "PRON"}, - "ADJ__Number=Plur": {"pos": "PRON"}, - "ADJ__Number=Sing": {"pos": "PRON"}, - "ADJ__Number=Sing|NumType=Ord": {"pos": "PRON"}, - "ADJ___": {"pos": "PRON"}, - "ADP__Gender=Fem|Number=Plur|Person=3": {"pos": "PRON"}, - "ADP__Gender=Masc|Number=Plur|Person=3": {"pos": "PRON"}, - "ADP__Gender=Masc|Number=Sing|Person=3": {"pos": "PRON"}, - "ADP___": {"pos": "PRON"}, - "ADV__Polarity=Neg": {"pos": "PRON"}, - "ADV__PronType=Int": {"pos": "PRON"}, - "ADV___": {"pos": "PRON"}, - "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {"pos": "PRON"}, - "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {"pos": "PRON"}, - "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {"pos": "PRON"}, - "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {"pos": "PRON"}, - "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {"pos": "PRON"}, - "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {"pos": "PRON"}, - "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {"pos": "PRON"}, - "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {"pos": "PRON"}, - "AUX__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - "AUX__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"pos": "PRON"}, - 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"PRON__Gender=Masc|Number=Sing|Person=3|PronType=Dem": {POS: PRON}, + "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "PRON__Gender=Masc|Number=Sing|PronType=Dem": {POS: PRON}, + "PRON__Gender=Masc|Number=Sing|PronType=Rel": {POS: PRON}, + "PRON__Gender=Masc|PronType=Rel": {POS: PRON}, + "PRON__NumType=Card|PronType=Rel": {POS: PRON}, + "PRON__Number=Plur|Person=1": {POS: PRON}, + "PRON__Number=Plur|Person=1|PronType=Prs": {POS: PRON}, + "PRON__Number=Plur|Person=1|Reflex=Yes": {POS: PRON}, + "PRON__Number=Plur|Person=2": {POS: PRON}, + "PRON__Number=Plur|Person=2|PronType=Prs": {POS: PRON}, + "PRON__Number=Plur|Person=2|Reflex=Yes": {POS: PRON}, + "PRON__Number=Plur|Person=3": {POS: PRON}, + "PRON__Number=Plur|PronType=Rel": {POS: PRON}, + "PRON__Number=Sing|Person=1": {POS: PRON}, + "PRON__Number=Sing|Person=1|PronType=Prs": {POS: PRON}, + "PRON__Number=Sing|Person=1|Reflex=Yes": {POS: PRON}, + "PRON__Number=Sing|Person=2|PronType=Prs": {POS: PRON}, + "PRON__Number=Sing|Person=3": {POS: PRON}, + "PRON__Number=Sing|PronType=Dem": {POS: PRON}, + "PRON__Number=Sing|PronType=Rel": {POS: PRON}, + "PRON__Person=3": {POS: PRON}, + "PRON__Person=3|Reflex=Yes": {POS: PRON}, + "PRON__PronType=Int": {POS: PRON}, + "PRON__PronType=Rel": {POS: PRON}, + "PRON___": {POS: PRON}, + "PROPN__Gender=Fem|Number=Plur": {POS: PROPN}, + "PROPN__Gender=Fem|Number=Sing": {POS: PROPN}, + "PROPN__Gender=Masc": {POS: PROPN}, + "PROPN__Gender=Masc|Number=Plur": {POS: PROPN}, + "PROPN__Gender=Masc|Number=Sing": {POS: PROPN}, + "PROPN__Number=Plur": {POS: PROPN}, + "PROPN__Number=Sing": {POS: PROPN}, + "PROPN___": {POS: PROPN}, + "PUNCT___": {POS: PUNCT}, + "SCONJ___": {POS: "SCONJ"}, + "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Gender=Masc|Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Gender=Masc|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Imp|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Imp|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|Person=3|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Ind|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "VERB__Number=Plur|Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Number=Sing|Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Tense=Past|VerbForm=Part": {POS: VERB}, + "VERB__Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, + "VERB__Tense=Pres|VerbForm=Part": {POS: VERB}, + "VERB__VerbForm=Inf": {POS: VERB}, + "VERB__VerbForm=Part": {POS: VERB}, + "X___": {POS: X}, + "_SP": {POS: SPACE} } From 9d13288f730c212aecc38255b3a777e0555e34ca Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 17:47:59 +0100 Subject: [PATCH 12/25] Fix French tag map --- spacy/lang/fr/tag_map.py | 80 ++++++++++++++++++++-------------------- 1 file changed, 40 insertions(+), 40 deletions(-) diff --git a/spacy/lang/fr/tag_map.py b/spacy/lang/fr/tag_map.py index 50d7c7391..ec86b6d96 100644 --- a/spacy/lang/fr/tag_map.py +++ b/spacy/lang/fr/tag_map.py @@ -2,7 +2,7 @@ from __future__ import unicode_literals from ...symbols import POS, PUNCT, ADJ, CCONJ, NUM, DET, ADV, ADP, X, VERB -from ...symbols import NOUN, PROPN, PART, INTJ, SPACE, PRON +from ...symbols import NOUN, PROPN, PART, INTJ, SPACE, PRON, AUX, SCONJ TAG_MAP = { @@ -29,44 +29,44 @@ TAG_MAP = { "ADV__Polarity=Neg": {POS: ADV}, "ADV__PronType=Int": {POS: ADV}, "ADV___": {POS: ADV}, - "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {POS: "AUX"}, - "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: "AUX"}, - "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {POS: "AUX"}, - "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: "AUX"}, - "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {POS: "AUX"}, - "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: "AUX"}, - "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {POS: "AUX"}, - "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: "AUX"}, - "AUX__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: "AUX"}, - "AUX__Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: "AUX"}, - "AUX__Tense=Past|VerbForm=Part": {POS: "AUX"}, - "AUX__Tense=Pres|VerbForm=Part": {POS: "AUX"}, - "AUX__VerbForm=Inf": {POS: "AUX"}, + "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {POS: AUX}, + "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: AUX}, + "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {POS: AUX}, + "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: AUX}, + "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {POS: AUX}, + "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: AUX}, + "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {POS: AUX}, + "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: AUX}, + "AUX__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "AUX__Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass": {POS: AUX}, + "AUX__Tense=Past|VerbForm=Part": {POS: AUX}, + "AUX__Tense=Pres|VerbForm=Part": {POS: AUX}, + "AUX__VerbForm=Inf": {POS: AUX}, "CCONJ___": {POS: CCONJ}, "DET__Definite=Def|Gender=Fem|Number=Sing|PronType=Art": {POS: DET}, "DET__Definite=Def|Gender=Masc|Number=Sing|PronType=Art": {POS: DET}, @@ -164,7 +164,7 @@ TAG_MAP = { "PROPN__Number=Sing": {POS: PROPN}, "PROPN___": {POS: PROPN}, "PUNCT___": {POS: PUNCT}, - "SCONJ___": {POS: "SCONJ"}, + "SCONJ___": {POS: SCONJ}, "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {POS: VERB}, "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass": {POS: VERB}, "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {POS: VERB}, From fb8990d91643572073bf094d4ff6486e101e1607 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 17:48:46 +0100 Subject: [PATCH 13/25] Fix Spanish tag map --- spacy/lang/es/tag_map.py | 603 ++++++++++++++++++++------------------- 1 file changed, 303 insertions(+), 300 deletions(-) diff --git a/spacy/lang/es/tag_map.py b/spacy/lang/es/tag_map.py index 9265ee3ff..60e6839fa 100644 --- a/spacy/lang/es/tag_map.py +++ b/spacy/lang/es/tag_map.py @@ -1,306 +1,309 @@ # coding: utf8 from __future__ import unicode_literals +from ...symbols import POS, PUNCT, SYM, ADJ, NUM, DET, ADV, ADP, X, VERB +from ...symbols import NOUN, PROPN, PART, INTJ, SPACE, PRON, SCONJ, AUX, CONJ + TAG_MAP = { - "ADJ___": {"morph": "_", "pos": "ADJ"}, - "ADJ__AdpType=Prep": {"morph": "AdpType=Prep", "pos": "ADJ"}, - "ADJ__AdpType=Preppron|Gender=Masc|Number=Sing": {"morph": "AdpType=Preppron|Gender=Masc|Number=Sing", "pos": "ADV"}, - "ADJ__AdvType=Tim": {"morph": "AdvType=Tim", "pos": "ADJ"}, - "ADJ__Gender=Fem|Number=Plur": {"morph": "Gender=Fem|Number=Plur", "pos": "ADJ"}, - "ADJ__Gender=Fem|Number=Plur|NumType=Ord": {"morph": "Gender=Fem|Number=Plur|NumType=Ord", "pos": "ADJ"}, - "ADJ__Gender=Fem|Number=Plur|VerbForm=Part": {"morph": "Gender=Fem|Number=Plur|VerbForm=Part", "pos": "ADJ"}, - "ADJ__Gender=Fem|Number=Sing": {"morph": "Gender=Fem|Number=Sing", "pos": "ADJ"}, - "ADJ__Gender=Fem|Number=Sing|NumType=Ord": {"morph": "Gender=Fem|Number=Sing|NumType=Ord", "pos": "ADJ"}, - "ADJ__Gender=Fem|Number=Sing|VerbForm=Part": {"morph": "Gender=Fem|Number=Sing|VerbForm=Part", "pos": "ADJ"}, - "ADJ__Gender=Masc": {"morph": "Gender=Masc", "pos": "ADJ"}, - "ADJ__Gender=Masc|Number=Plur": {"morph": "Gender=Masc|Number=Plur", "pos": "ADJ"}, - "ADJ__Gender=Masc|Number=Plur|NumType=Ord": {"morph": "Gender=Masc|Number=Plur|NumType=Ord", "pos": "ADJ"}, - "ADJ__Gender=Masc|Number=Plur|VerbForm=Part": {"morph": "Gender=Masc|Number=Plur|VerbForm=Part", "pos": "ADJ"}, - "ADJ__Gender=Masc|Number=Sing": {"morph": "Gender=Masc|Number=Sing", "pos": "ADJ"}, - "ADJ__Gender=Masc|Number=Sing|NumType=Ord": {"morph": "Gender=Masc|Number=Sing|NumType=Ord", "pos": "ADJ"}, - "ADJ__Gender=Masc|Number=Sing|VerbForm=Part": {"morph": "Gender=Masc|Number=Sing|VerbForm=Part", "pos": "ADJ"}, - "ADJ__Number=Plur": {"morph": "Number=Plur", "pos": "ADJ"}, - "ADJ__Number=Sing": {"morph": "Number=Sing", "pos": "ADJ"}, - "ADP__AdpType=Prep": {"morph": "AdpType=Prep", "pos": "ADP"}, - "ADP__AdpType=Preppron|Gender=Fem|Number=Sing": {"morph": "AdpType=Preppron|Gender=Fem|Number=Sing", "pos": "ADP"}, - "ADP__AdpType=Preppron|Gender=Masc|Number=Plur": {"morph": "AdpType=Preppron|Gender=Masc|Number=Plur", "pos": "ADP"}, - "ADP__AdpType=Preppron|Gender=Masc|Number=Sing": {"morph": "AdpType=Preppron|Gender=Masc|Number=Sing", "pos": "ADP"}, - "ADP": { "pos": "ADP"}, - "ADV___": {"morph": "_", "pos": "ADV"}, - "ADV__AdpType=Prep": {"morph": "AdpType=Prep", "pos": "ADV"}, - "ADV__AdpType=Preppron|Gender=Masc|Number=Sing": {"morph": "AdpType=Preppron|Gender=Masc|Number=Sing", "pos": "ADV"}, - "ADV__AdvType=Tim": {"morph": "AdvType=Tim", "pos": "ADV"}, - "ADV__Gender=Masc|Number=Sing": {"morph": "Gender=Masc|Number=Sing", "pos": "ADV"}, - "ADV__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", "pos": "ADV"}, - "ADV__Negative=Neg": {"morph": "Negative=Neg", "pos": "ADV"}, - "ADV__Number=Plur": {"morph": "Number=Plur", "pos": "ADV"}, - "ADV__Polarity=Neg": {"morph": "Polarity=Neg", "pos": "ADV"}, - "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {"morph": "Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part", "pos": "AUX"}, - "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {"morph": "Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part", "pos": "AUX"}, - "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {"morph": "Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part", "pos": "AUX"}, - "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {"morph": "Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part", "pos": "AUX"}, - "AUX__Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Imp|Number=Plur|Person=3|VerbForm=Fin": {"morph": "Mood=Imp|Number=Plur|Person=3|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Imp|Number=Sing|Person=2|VerbForm=Fin": {"morph": "Mood=Imp|Number=Sing|Person=2|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Imp|Number=Sing|Person=3|VerbForm=Fin": {"morph": "Mood=Imp|Number=Sing|Person=3|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", "pos": "AUX"}, - "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin", "pos": "AUX"}, 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"Gender=Fem|Number=Plur|NumType=Ord", POS: ADJ}, + "ADJ__Gender=Fem|Number=Plur|VerbForm=Part": {"morph": "Gender=Fem|Number=Plur|VerbForm=Part", POS: ADJ}, + "ADJ__Gender=Fem|Number=Sing": {"morph": "Gender=Fem|Number=Sing", POS: ADJ}, + "ADJ__Gender=Fem|Number=Sing|NumType=Ord": {"morph": "Gender=Fem|Number=Sing|NumType=Ord", POS: ADJ}, + "ADJ__Gender=Fem|Number=Sing|VerbForm=Part": {"morph": "Gender=Fem|Number=Sing|VerbForm=Part", POS: ADJ}, + "ADJ__Gender=Masc": {"morph": "Gender=Masc", POS: ADJ}, + "ADJ__Gender=Masc|Number=Plur": {"morph": "Gender=Masc|Number=Plur", POS: ADJ}, + "ADJ__Gender=Masc|Number=Plur|NumType=Ord": {"morph": "Gender=Masc|Number=Plur|NumType=Ord", POS: ADJ}, + "ADJ__Gender=Masc|Number=Plur|VerbForm=Part": {"morph": "Gender=Masc|Number=Plur|VerbForm=Part", POS: ADJ}, + "ADJ__Gender=Masc|Number=Sing": {"morph": "Gender=Masc|Number=Sing", POS: ADJ}, + "ADJ__Gender=Masc|Number=Sing|NumType=Ord": {"morph": "Gender=Masc|Number=Sing|NumType=Ord", POS: ADJ}, + "ADJ__Gender=Masc|Number=Sing|VerbForm=Part": {"morph": "Gender=Masc|Number=Sing|VerbForm=Part", POS: ADJ}, + "ADJ__Number=Plur": {"morph": "Number=Plur", POS: ADJ}, + "ADJ__Number=Sing": {"morph": "Number=Sing", POS: ADJ}, + "ADP__AdpType=Prep": {"morph": "AdpType=Prep", POS: ADP}, + "ADP__AdpType=Preppron|Gender=Fem|Number=Sing": {"morph": "AdpType=Preppron|Gender=Fem|Number=Sing", POS: ADP}, + "ADP__AdpType=Preppron|Gender=Masc|Number=Plur": {"morph": "AdpType=Preppron|Gender=Masc|Number=Plur", POS: ADP}, + "ADP__AdpType=Preppron|Gender=Masc|Number=Sing": {"morph": "AdpType=Preppron|Gender=Masc|Number=Sing", POS: ADP}, + ADP: { POS: ADP}, + "ADV___": {"morph": "_", POS: ADV}, + "ADV__AdpType=Prep": {"morph": "AdpType=Prep", POS: ADV}, + "ADV__AdpType=Preppron|Gender=Masc|Number=Sing": {"morph": "AdpType=Preppron|Gender=Masc|Number=Sing", POS: ADV}, + "ADV__AdvType=Tim": {"morph": "AdvType=Tim", POS: ADV}, + "ADV__Gender=Masc|Number=Sing": {"morph": "Gender=Masc|Number=Sing", POS: ADV}, + "ADV__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", POS: ADV}, + "ADV__Negative=Neg": {"morph": "Negative=Neg", POS: ADV}, + "ADV__Number=Plur": {"morph": "Number=Plur", POS: ADV}, + "ADV__Polarity=Neg": {"morph": "Polarity=Neg", POS: ADV}, + "AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {"morph": "Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part", POS: AUX}, + "AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {"morph": "Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part", POS: AUX}, + "AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {"morph": "Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part", POS: AUX}, + "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {"morph": "Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part", POS: AUX}, + "AUX__Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Imp|Number=Plur|Person=3|VerbForm=Fin": {"morph": "Mood=Imp|Number=Plur|Person=3|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Imp|Number=Sing|Person=2|VerbForm=Fin": {"morph": "Mood=Imp|Number=Sing|Person=2|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Imp|Number=Sing|Person=3|VerbForm=Fin": {"morph": "Mood=Imp|Number=Sing|Person=3|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", POS: AUX}, + "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", POS: AUX}, + "AUX__VerbForm=Ger": {"morph": "VerbForm=Ger", POS: AUX}, + "AUX__VerbForm=Inf": {"morph": "VerbForm=Inf", POS: AUX}, + "CCONJ___": {"morph": "_", POS: CONJ}, + "CONJ___": {"morph": "_", POS: CONJ}, + "DET__Definite=Def|Gender=Fem|Number=Plur|PronType=Art": {"morph": "Definite=Def|Gender=Fem|Number=Plur|PronType=Art", POS: DET}, + "DET__Definite=Def|Gender=Fem|Number=Sing|PronType=Art": {"morph": "Definite=Def|Gender=Fem|Number=Sing|PronType=Art", POS: DET}, + "DET__Definite=Def|Gender=Masc|Number=Plur|PronType=Art": {"morph": "Definite=Def|Gender=Masc|Number=Plur|PronType=Art", POS: DET}, + "DET__Definite=Def|Gender=Masc|Number=Sing|PronType=Art": {"morph": "Definite=Def|Gender=Masc|Number=Sing|PronType=Art", POS: DET}, + "DET__Definite=Def|Gender=Masc|PronType=Art": {"morph": "Definite=Def|Gender=Masc|PronType=Art", POS: DET}, + "DET__Definite=Def|Number=Sing|PronType=Art": {"morph": "Definite=Def|Number=Sing|PronType=Art", POS: DET}, + "DET__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art": {"morph": "Definite=Ind|Gender=Fem|Number=Plur|PronType=Art", POS: DET}, + "DET__Definite=Ind|Gender=Fem|Number=Sing|NumType=Card|PronType=Art": {"morph": "Definite=Ind|Gender=Fem|Number=Sing|NumType=Card|PronType=Art", POS: DET}, + "DET__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art": {"morph": "Definite=Ind|Gender=Fem|Number=Sing|PronType=Art", POS: DET}, + "DET__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art": {"morph": "Definite=Ind|Gender=Masc|Number=Plur|PronType=Art", POS: DET}, + "DET__Definite=Ind|Gender=Masc|Number=Sing|NumType=Card|PronType=Art": {"morph": "Definite=Ind|Gender=Masc|Number=Sing|NumType=Card|PronType=Art", POS: DET}, + "DET__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art": {"morph": "Definite=Ind|Gender=Masc|Number=Sing|PronType=Art", POS: DET}, + "DET__Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Fem|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Fem|Number=Plur|PronType=Art": {"morph": "Gender=Fem|Number=Plur|PronType=Art", POS: DET}, + "DET__Gender=Fem|Number=Plur|PronType=Dem": {"morph": "Gender=Fem|Number=Plur|PronType=Dem", POS: DET}, + "DET__Gender=Fem|Number=Plur|PronType=Ind": {"morph": "Gender=Fem|Number=Plur|PronType=Ind", POS: DET}, + "DET__Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Fem|Number=Sing|PronType=Art": {"morph": "Gender=Fem|Number=Sing|PronType=Art", POS: DET}, + "DET__Gender=Fem|Number=Sing|PronType=Dem": {"morph": "Gender=Fem|Number=Sing|PronType=Dem", POS: DET}, + "DET__Gender=Fem|Number=Sing|PronType=Ind": {"morph": "Gender=Fem|Number=Sing|PronType=Ind", POS: DET}, + "DET__Gender=Fem|Number=Sing|PronType=Int": {"morph": "Gender=Fem|Number=Sing|PronType=Int", POS: DET}, + "DET__Gender=Masc|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Masc|Number=Plur|PronType=Art": {"morph": "Gender=Masc|Number=Plur|PronType=Art", POS: DET}, + "DET__Gender=Masc|Number=Plur|PronType=Dem": {"morph": "Gender=Masc|Number=Plur|PronType=Dem", POS: DET}, + "DET__Gender=Masc|Number=Plur|PronType=Ind": {"morph": "Gender=Masc|Number=Plur|PronType=Ind", POS: DET}, + "DET__Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Gender=Masc|Number=Sing|PronType=Art": {"morph": "Gender=Masc|Number=Sing|PronType=Art", POS: DET}, + "DET__Gender=Masc|Number=Sing|PronType=Dem": {"morph": "Gender=Masc|Number=Sing|PronType=Dem", POS: DET}, + "DET__Gender=Masc|Number=Sing|PronType=Ind": {"morph": "Gender=Masc|Number=Sing|PronType=Ind", POS: DET}, + "DET__Gender=Masc|Number=Sing|PronType=Int": {"morph": "Gender=Masc|Number=Sing|PronType=Int", POS: DET}, + "DET__Gender=Masc|Number=Sing|PronType=Tot": {"morph": "Gender=Masc|Number=Sing|PronType=Tot", POS: DET}, + "DET__Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs": {"morph": "Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs": {"morph": "Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Number=Plur|Person=3|Poss=Yes|PronType=Prs": {"morph": "Number=Plur|Person=3|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Number=Plur|PronType=Dem": {"morph": "Number=Plur|PronType=Dem", POS: DET}, + "DET__Number=Plur|PronType=Ind": {"morph": "Number=Plur|PronType=Ind", POS: DET}, + "DET__Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs": {"morph": "Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs": {"morph": "Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"morph": "Number=Sing|Person=3|Poss=Yes|PronType=Prs", POS: DET}, + "DET__Number=Sing|PronType=Dem": {"morph": "Number=Sing|PronType=Dem", POS: DET}, + "DET__Number=Sing|PronType=Ind": {"morph": "Number=Sing|PronType=Ind", POS: DET}, + "DET__PronType=Int": {"morph": "PronType=Int", POS: DET}, + "DET__PronType=Rel": {"morph": "PronType=Rel", POS: DET}, + DET: { POS: DET}, + "INTJ___": {"morph": "_", POS: INTJ}, + "NOUN___": {"morph": "_", POS: NOUN}, + "NOUN__AdvType=Tim": {"morph": "AdvType=Tim", POS: NOUN}, + "NOUN__AdvType=Tim|Gender=Masc|Number=Sing": {"morph": "AdvType=Tim|Gender=Masc|Number=Sing", POS: NOUN}, + "NOUN__Gender=Fem": {"morph": "Gender=Fem", POS: NOUN}, + "NOUN__Gender=Fem|Number=Plur": {"morph": "Gender=Fem|Number=Plur", POS: NOUN}, + "NOUN__Gender=Fem|Number=Sing": {"morph": "Gender=Fem|Number=Sing", POS: NOUN}, + "NOUN__Gender=Masc": {"morph": "Gender=Masc", POS: NOUN}, + "NOUN__Gender=Masc|Number=Plur": {"morph": "Gender=Masc|Number=Plur", POS: NOUN}, + "NOUN__Gender=Masc|Number=Sing": {"morph": "Gender=Masc|Number=Sing", POS: NOUN}, + "NOUN__Gender=Masc|Number=Sing|VerbForm=Part": {"morph": "Gender=Masc|Number=Sing|VerbForm=Part", POS: NOUN}, + "NOUN__Number=Plur": {"morph": "Number=Plur", POS: NOUN}, + "NOUN__Number=Sing": {"morph": "Number=Sing", POS: NOUN}, + "NOUN__NumForm=Digit": {"morph": "NumForm=Digit", POS: NOUN}, + "NUM__Gender=Fem|Number=Plur|NumType=Card": {"morph": "Gender=Fem|Number=Plur|NumType=Card", POS: NUM}, + "NUM__Gender=Fem|Number=Sing|NumType=Card": {"morph": "Gender=Fem|Number=Sing|NumType=Card", POS: NUM}, + "NUM__Gender=Masc|Number=Plur|NumType=Card": {"morph": "Gender=Masc|Number=Plur|NumType=Card", POS: NUM}, + "NUM__Gender=Masc|Number=Sing|NumType=Card": {"morph": "Gender=Masc|Number=Sing|NumType=Card", POS: NUM}, + "NUM__Number=Plur|NumType=Card": {"morph": "Number=Plur|NumType=Card", POS: NUM}, + "NUM__Number=Sing|NumType=Card": {"morph": "Number=Sing|NumType=Card", POS: NUM}, + "NUM__NumForm=Digit": {"morph": "NumForm=Digit", POS: NUM}, + "NUM__NumForm=Digit|NumType=Card": {"morph": "NumForm=Digit|NumType=Card", POS: NUM}, + "NUM__NumForm=Digit|NumType=Frac": {"morph": "NumForm=Digit|NumType=Frac", POS: NUM}, + "NUM__NumType=Card": {"morph": "NumType=Card", POS: NUM}, + "PART___": {"morph": "_", POS: PART}, + "PART__Negative=Neg": {"morph": "Negative=Neg", POS: PART}, + "PRON___": {"morph": "_", POS: PRON}, + "PRON__Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs": {"morph": "Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs": {"morph": "Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Prs": {"morph": "Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs": {"morph": "Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Acc|Number=Plur|Person=3|PronType=Prs": {"morph": "Case=Acc|Number=Plur|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Acc|Number=Sing|Person=3|PronType=Prs": {"morph": "Case=Acc|Number=Sing|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Acc|Person=3|PronType=Prs": {"morph": "Case=Acc|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Dat|Number=Plur|Person=3|PronType=Prs": {"morph": "Case=Dat|Number=Plur|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Dat|Number=Sing|Person=3|PronType=Prs": {"morph": "Case=Dat|Number=Sing|Person=3|PronType=Prs", POS: PRON}, + "PRON__Case=Nom|Number=Sing|Person=1|PronType=Prs": {"morph": "Case=Nom|Number=Sing|Person=1|PronType=Prs", POS: PRON}, + "PRON__Case=Nom|Number=Sing|Person=2|PronType=Prs": {"morph": "Case=Nom|Number=Sing|Person=2|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Prs": {"morph": "Gender=Fem|Number=Plur|Person=3|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Plur|PronType=Dem": {"morph": "Gender=Fem|Number=Plur|PronType=Dem", POS: PRON}, + "PRON__Gender=Fem|Number=Plur|PronType=Ind": {"morph": "Gender=Fem|Number=Plur|PronType=Ind", POS: PRON}, + "PRON__Gender=Fem|Number=Plur|PronType=Int": {"morph": "Gender=Fem|Number=Plur|PronType=Int", POS: PRON}, + "PRON__Gender=Fem|Number=Plur|PronType=Rel": {"morph": "Gender=Fem|Number=Plur|PronType=Rel", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|Person=1|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Person=1|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Prs": {"morph": "Gender=Fem|Number=Sing|Person=3|PronType=Prs", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|PronType=Dem": {"morph": "Gender=Fem|Number=Sing|PronType=Dem", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|PronType=Ind": {"morph": "Gender=Fem|Number=Sing|PronType=Ind", POS: PRON}, + "PRON__Gender=Fem|Number=Sing|PronType=Rel": {"morph": "Gender=Fem|Number=Sing|PronType=Rel", POS: PRON}, + "PRON__Gender=Masc|Number=Plur|Person=1|PronType=Prs": {"morph": "Gender=Masc|Number=Plur|Person=1|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Plur|Person=2|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Plur|Person=2|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Prs": {"morph": "Gender=Masc|Number=Plur|Person=3|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Plur|PronType=Dem": {"morph": "Gender=Masc|Number=Plur|PronType=Dem", POS: PRON}, + "PRON__Gender=Masc|Number=Plur|PronType=Ind": {"morph": "Gender=Masc|Number=Plur|PronType=Ind", POS: PRON}, + "PRON__Gender=Masc|Number=Plur|PronType=Int": {"morph": "Gender=Masc|Number=Plur|PronType=Int", POS: PRON}, + "PRON__Gender=Masc|Number=Plur|PronType=Rel": {"morph": "Gender=Masc|Number=Plur|PronType=Rel", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Prs": {"morph": "Gender=Masc|Number=Sing|Person=3|PronType=Prs", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|PronType=Dem": {"morph": "Gender=Masc|Number=Sing|PronType=Dem", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|PronType=Ind": {"morph": "Gender=Masc|Number=Sing|PronType=Ind", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|PronType=Int": {"morph": "Gender=Masc|Number=Sing|PronType=Int", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|PronType=Rel": {"morph": "Gender=Masc|Number=Sing|PronType=Rel", POS: PRON}, + "PRON__Gender=Masc|Number=Sing|PronType=Tot": {"morph": "Gender=Masc|Number=Sing|PronType=Tot", POS: PRON}, + "PRON__Number=Plur|Person=1": {"morph": "Number=Plur|Person=1", POS: PRON}, + "PRON__Number=Plur|Person=1|PronType=Prs": {"morph": "Number=Plur|Person=1|PronType=Prs", POS: PRON}, + "PRON__Number=Plur|Person=2|Polite=Form|PronType=Prs": {"morph": "Number=Plur|Person=2|Polite=Form|PronType=Prs", POS: PRON}, + "PRON__Number=Plur|Person=2|PronType=Prs": {"morph": "Number=Plur|Person=2|PronType=Prs", POS: PRON}, + "PRON__Number=Plur|Person=3|Poss=Yes|PronType=Prs": {"morph": "Number=Plur|Person=3|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Number=Plur|Person=3|PronType=Prs": {"morph": "Number=Plur|Person=3|PronType=Prs", POS: PRON}, + "PRON__Number=Plur|PronType=Dem": {"morph": "Number=Plur|PronType=Dem", POS: PRON}, + "PRON__Number=Plur|PronType=Ind": {"morph": "Number=Plur|PronType=Ind", POS: PRON}, + "PRON__Number=Plur|PronType=Int": {"morph": "Number=Plur|PronType=Int", POS: PRON}, + "PRON__Number=Plur|PronType=Rel": {"morph": "Number=Plur|PronType=Rel", POS: PRON}, + "PRON__Number=Sing|Person=1": {"morph": "Number=Sing|Person=1", POS: PRON}, + "PRON__Number=Sing|Person=1|PrepCase=Pre|PronType=Prs": {"morph": "Number=Sing|Person=1|PrepCase=Pre|PronType=Prs", POS: PRON}, + "PRON__Number=Sing|Person=1|PronType=Prs": {"morph": "Number=Sing|Person=1|PronType=Prs", POS: PRON}, + "PRON__Number=Sing|Person=2": {"morph": "Number=Sing|Person=2", POS: PRON}, + "PRON__Number=Sing|Person=2|Polite=Form|PronType=Prs": {"morph": "Number=Sing|Person=2|Polite=Form|PronType=Prs", POS: PRON}, + "PRON__Number=Sing|Person=2|PrepCase=Pre|PronType=Prs": {"morph": "Number=Sing|Person=2|PrepCase=Pre|PronType=Prs", POS: PRON}, + "PRON__Number=Sing|Person=2|PronType=Prs": {"morph": "Number=Sing|Person=2|PronType=Prs", POS: PRON}, + "PRON__Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"morph": "Number=Sing|Person=3|Poss=Yes|PronType=Prs", POS: PRON}, + "PRON__Number=Sing|Person=3|PronType=Prs": {"morph": "Number=Sing|Person=3|PronType=Prs", POS: PRON}, + "PRON__Number=Sing|PronType=Dem": {"morph": "Number=Sing|PronType=Dem", POS: PRON}, + "PRON__Number=Sing|PronType=Ind": {"morph": "Number=Sing|PronType=Ind", POS: PRON}, + "PRON__Number=Sing|PronType=Int": {"morph": "Number=Sing|PronType=Int", POS: PRON}, + "PRON__Number=Sing|PronType=Rel": {"morph": "Number=Sing|PronType=Rel", POS: PRON}, + "PRON__Person=1|PronType=Prs": {"morph": "Person=1|PronType=Prs", POS: PRON}, + "PRON__Person=3": {"morph": "Person=3", POS: PRON}, + "PRON__Person=3|PrepCase=Pre|PronType=Prs": {"morph": "Person=3|PrepCase=Pre|PronType=Prs", POS: PRON}, + "PRON__Person=3|PronType=Prs": {"morph": "Person=3|PronType=Prs", POS: PRON}, + "PRON__PronType=Ind": {"morph": "PronType=Ind", POS: PRON}, + "PRON__PronType=Int": {"morph": "PronType=Int", POS: PRON}, + "PRON__PronType=Rel": {"morph": "PronType=Rel", POS: PRON}, + "PROPN___": {"morph": "_", POS: PROPN}, + "PUNCT___": {"morph": "_", POS: PUNCT}, + "PUNCT__PunctSide=Fin|PunctType=Brck": {"morph": "PunctSide=Fin|PunctType=Brck", POS: PUNCT}, + "PUNCT__PunctSide=Fin|PunctType=Excl": {"morph": "PunctSide=Fin|PunctType=Excl", POS: PUNCT}, + "PUNCT__PunctSide=Fin|PunctType=Qest": {"morph": "PunctSide=Fin|PunctType=Qest", POS: PUNCT}, + "PUNCT__PunctSide=Ini|PunctType=Brck": {"morph": "PunctSide=Ini|PunctType=Brck", POS: PUNCT}, + "PUNCT__PunctSide=Ini|PunctType=Excl": {"morph": "PunctSide=Ini|PunctType=Excl", POS: PUNCT}, + "PUNCT__PunctSide=Ini|PunctType=Qest": {"morph": "PunctSide=Ini|PunctType=Qest", POS: PUNCT}, + "PUNCT__PunctType=Colo": {"morph": "PunctType=Colo", POS: PUNCT}, + "PUNCT__PunctType=Comm": {"morph": "PunctType=Comm", POS: PUNCT}, + "PUNCT__PunctType=Dash": {"morph": "PunctType=Dash", POS: PUNCT}, + "PUNCT__PunctType=Peri": {"morph": "PunctType=Peri", POS: PUNCT}, + "PUNCT__PunctType=Quot": {"morph": "PunctType=Quot", POS: PUNCT}, + "PUNCT__PunctType=Semi": {"morph": "PunctType=Semi", POS: PUNCT}, + "SCONJ___": {"morph": "_", POS: SCONJ}, + "SYM___": {"morph": "_", POS: SYM}, + "SYM__NumForm=Digit": {"morph": "NumForm=Digit", POS: SYM}, + "SYM__NumForm=Digit|NumType=Frac": {"morph": "NumForm=Digit|NumType=Frac", POS: SYM}, + "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {"morph": "Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part", POS: VERB}, + "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {"morph": "Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part", POS: VERB}, + "VERB__Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {"morph": "Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part", POS: VERB}, + "VERB__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {"morph": "Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part", POS: VERB}, + "VERB__Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin": {"morph": "Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Imp|Number=Plur|Person=1|VerbForm=Fin": {"morph": "Mood=Imp|Number=Plur|Person=1|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Imp|Number=Plur|Person=2|VerbForm=Fin": {"morph": "Mood=Imp|Number=Plur|Person=2|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Imp|Number=Plur|Person=3|VerbForm=Fin": {"morph": "Mood=Imp|Number=Plur|Person=3|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Imp|Number=Sing|Person=2|VerbForm=Fin": {"morph": "Mood=Imp|Number=Sing|Person=2|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Imp|Number=Sing|Person=3|VerbForm=Fin": {"morph": "Mood=Imp|Number=Sing|Person=3|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", POS: VERB}, + "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"morph": "Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", POS: VERB}, + "VERB__VerbForm=Ger": {"morph": "VerbForm=Ger", POS: VERB}, + "VERB__VerbForm=Inf": {"morph": "VerbForm=Inf", POS: VERB}, + "X___": {"morph": "_", POS: X}, + "_SP": {"morph": "_", POS: SPACE}, } From fa2687fdede4cf40de69a25deb861c8121c92250 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 17:57:59 +0100 Subject: [PATCH 14/25] Fix Dutch tag map --- spacy/lang/nl/tag_map.py | 1609 +++++++++++++++++++------------------- 1 file changed, 806 insertions(+), 803 deletions(-) diff --git a/spacy/lang/nl/tag_map.py b/spacy/lang/nl/tag_map.py index 8274304c5..2da2cff7e 100644 --- a/spacy/lang/nl/tag_map.py +++ b/spacy/lang/nl/tag_map.py @@ -1,809 +1,812 @@ # coding: utf8 from __future__ import unicode_literals +from ...symbols import POS, PUNCT, ADJ, NUM, DET, ADV, ADP, X, VERB +from ...symbols import NOUN, PROPN, SPACE, PRON, CONJ, PREP + TAG_MAP = { - "ADJ__Number=Sing": {"pos": "ADJ"}, - "ADJ___": {"pos": "ADJ"}, - "ADP__AdpType=Prep": {"pos": "ADP"}, - "ADP__AdpType=Preppron|Gender=Fem|Number=Sing": {"pos": "ADP"}, - "ADP__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "ADP"}, - "ADP__AdpType=Preppron|Gender=Masc|Number=Sing": {"pos": "ADP"}, - "ADV__Number=Sing": {"pos": "ADV"}, - "ADV__PunctType=Comm": {"pos": "ADV"}, - "ADV___": {"pos": "ADV"}, - "Adj_Adj_N_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_Adj_N__Degree=Pos|Number=Plur|Variant=Short": {"pos": "ADJ"}, - "Adj_Adj_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_Adj__Case=Nom|Degree=Pos": {"pos": "ADJ"}, - "Adj_Adj__Degree=Pos": {"pos": "ADJ"}, - "Adj_Adj__Degree=Pos|Variant=Short": {"pos": "ADJ"}, - "Adj_Adv__Degree=Pos|Variant=Short": {"pos": "ADJ"}, - "Adj_Adv|adv|stell|onverv_deelv__Degree=Pos|Variant=Short": {"pos": "ADJ"}, - "Adj_Art__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_Art__Degree=Pos|Number=Sing|Variant=Short": {"pos": "ADJ"}, - "Adj_Conj_V__Degree=Pos|Mood=Sub|VerbForm=Fin": {"pos": "ADJ"}, - "Adj_Int|attr|stell|vervneut__Case=Nom|Degree=Pos": {"pos": "ADJ"}, - "Adj_Misc_Misc__Degree=Pos": {"pos": "ADJ"}, - "Adj_N_Conj_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_N_N_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_N_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_Num__Definite=Def|Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_Prep_Art_Adj_N__Degree=Pos|Gender=Neut|Number=Sing": {"pos": "ADJ"}, - "Adj_N_Prep_N_Conj_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_Prep_N_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_Prep_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N_Punc__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N__Degree=Pos|Number=Plur": {"pos": "ADJ"}, - "Adj_N__Degree=Pos|Number=Sing": {"pos": "ADJ"}, - "Adj_N__Degree=Pos|Number=Sing|Variant=Short": {"pos": "ADJ"}, - "Adj_Num__Definite=Def|Degree=Pos": {"pos": "ADJ"}, - "Adj_Num__Definite=Def|Degree=Pos|Variant=Short": {"pos": "ADJ"}, - "Adj_Prep|adv|stell|vervneut_voor__Degree=Pos|Variant=Short": {"pos": "ADJ"}, - "Adj_Prep|adv|vergr|onverv_voor__Degree=Cmp|Variant=Short": {"pos": "ADJ"}, - "Adj_V_Conj_V__Degree=Pos|VerbForm=Inf": {"pos": "ADJ"}, - "Adj_V_N__Degree=Pos|Number=Sing|Tense=Past|VerbForm=Part": {"pos": "ADJ"}, - "Adj_V|adv|stell|onverv_intrans|inf__Degree=Pos|Variant=Short|VerbForm=Inf": {"pos": "ADJ"}, - "Adj_V|adv|stell|onverv_trans|imp__Degree=Pos|Mood=Imp|Variant=Short|VerbForm=Fin": {"pos": "ADJ"}, - "Adj|adv|stell|onverv__Degree=Pos|Variant=Short": {"pos": "ADJ"}, - "Adj|adv|stell|vervneut__Case=Nom|Degree=Pos|Variant=Short": {"pos": "ADJ"}, - "Adj|adv|vergr|onverv__Degree=Cmp|Variant=Short": {"pos": "ADJ"}, - "Adj|adv|vergr|vervneut__Case=Nom|Degree=Cmp|Variant=Short": {"pos": "ADJ"}, - "Adj|attr|overtr|onverv__Degree=Sup": {"pos": "ADJ"}, - "Adj|attr|overtr|vervneut__Case=Nom|Degree=Sup": {"pos": "ADJ"}, - "Adj|attr|stell|onverv__Degree=Pos": {"pos": "ADJ"}, - "Adj|attr|stell|vervgen__Case=Gen|Degree=Pos": {"pos": "ADJ"}, - "Adj|attr|stell|vervneut__Case=Nom|Degree=Pos": {"pos": "ADJ"}, - "Adj|attr|vergr|onverv__Degree=Cmp": {"pos": "ADJ"}, - "Adj|attr|vergr|vervgen__Case=Gen|Degree=Cmp": {"pos": "ADJ"}, - "Adj|attr|vergr|vervneut__Case=Nom|Degree=Cmp": {"pos": "ADJ"}, - "Adj|zelfst|overtr|vervneut__Case=Nom|Degree=Sup": {"pos": "ADJ"}, - "Adj|zelfst|stell|onverv__Degree=Pos": {"pos": "ADJ"}, - "Adj|zelfst|stell|vervmv__Degree=Pos|Number=Plur": {"pos": "ADJ"}, - "Adj|zelfst|stell|vervneut__Case=Nom|Degree=Pos": {"pos": "ADJ"}, - "Adj|zelfst|vergr|vervneut__Case=Nom|Degree=Cmp": {"pos": "ADJ"}, - "Adv_Adj_Conj__Degree=Pos": {"pos": "ADV"}, - "Adv_Adj__Degree=Cmp": {"pos": "ADV"}, - "Adv_Adj__Degree=Pos": {"pos": "ADV"}, - "Adv_Adv_Conj_Adv__PronType=Dem": {"pos": "ADV"}, - "Adv_Adv__AdpType=Prep": {"pos": "ADV"}, - "Adv_Adv__Degree=Pos": {"pos": "ADV"}, - "Adv_Adv__Degree=Pos|PronType=Dem": {"pos": "ADV"}, - "Adv_Adv|pron|vrag_deeladv___": {"pos": "ADV"}, - "Adv_Art__Degree=Pos|Number=Sing": {"pos": "ADV"}, - "Adv_Art__Number=Sing": {"pos": "ADV"}, - "Adv_Conj_Adv__AdpType=Preppron|Gender=Masc|Number=Sing": {"pos": "ADV"}, - "Adv_Conj_Adv__Degree=Pos": {"pos": "ADV"}, - "Adv_Conj_Adv|gew|aanw_neven_gew|aanw__PronType=Dem": {"pos": "ADV"}, - "Adv_Conj_Adv|gew|onbep_neven_gew|onbep__PronType=Ind": {"pos": "ADV"}, - "Adv_Conj_N__Degree=Pos|Number=Sing": {"pos": "ADV"}, - "Adv_Conj__Degree=Pos": {"pos": "ADV"}, - "Adv_N__Degree=Pos|Number=Sing": {"pos": "ADV"}, - "Adv_Num__Degree=Cmp|PronType=Ind": {"pos": "ADV"}, - "Adv_N|gew|aanw_soort|ev|neut__Number=Sing": {"pos": "ADV"}, - "Adv_Prep_N__Case=Dat|Degree=Pos|Number=Sing": {"pos": "ADV"}, - "Adv_Prep_Pron__AdpType=Preppron|Gender=Masc|Number=Sing": {"pos": "ADV"}, - "Adv_Prep__Degree=Pos": {"pos": "ADV"}, - "Adv_Prep|gew|aanw_voor__AdpType=Prep": {"pos": "ADV"}, - "Adv_Prep|gew|aanw_voor___": {"pos": "ADV"}, - "Adv_Pron__Degree=Pos": {"pos": "ADV"}, - "Adv|deeladv__PartType=Vbp": {"pos": "ADV"}, - "Adv|deelv__PartType=Vbp": {"pos": "ADV"}, - "Adv|gew|aanw__PronType=Dem": {"pos": "ADV"}, - "Adv|gew|betr__PronType=Rel": {"pos": "ADV"}, - "Adv|gew|er__AdvType=Ex": {"pos": "ADV"}, - "Adv|gew|geenfunc|overtr|onverv__Degree=Sup": {"pos": "ADV"}, - "Adv|gew|geenfunc|stell|onverv__Degree=Pos": {"pos": "ADV"}, - "Adv|gew|geenfunc|vergr|onverv__Degree=Cmp": {"pos": "ADV"}, - "Adv|gew|onbep__PronType=Ind": {"pos": "ADV"}, - "Adv|gew|vrag__PronType=Int": {"pos": "ADV"}, - "Adv|pron|aanw__PronType=Dem": {"pos": "ADV"}, - "Adv|pron|betr__PronType=Rel": {"pos": "ADV"}, - "Adv|pron|er__AdvType=Ex": {"pos": "ADV"}, - "Adv|pron|onbep__PronType=Ind": {"pos": "ADV"}, - "Adv|pron|vrag__PronType=Int": {"pos": "ADV"}, - "Art_Adj_N__AdpType=Prep": {"pos": "DET"}, - "Art_Adj_N__Definite=Def|Degree=Sup|Gender=Neut|Number=Sing": {"pos": "DET"}, - "Art_Adj__Case=Nom|Definite=Def|Degree=Cmp|Gender=Neut": {"pos": "DET"}, - "Art_Adj__Case=Nom|Definite=Def|Degree=Sup|Gender=Neut": {"pos": "DET"}, - "Art_Adj__Definite=Def|Degree=Cmp|Gender=Neut": {"pos": "DET"}, - "Art_Adj__Definite=Def|Degree=Sup|Gender=Neut": {"pos": "DET"}, - "Art_Adv__Definite=Def|Degree=Sup|Gender=Neut": {"pos": "DET"}, - "Art_Conj_Pron__Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_N_Conj_Art_N__Definite=Def|Gender=Neut|Number=Sing": {"pos": "DET"}, - "Art_N_Conj_Art_V__AdpType=Prep": {"pos": "DET"}, - "Art_N_Conj_Pron_N__Definite=Def|Gender=Neut|Number=Plur|Person=3": {"pos": "DET"}, - "Art_N_Conj__Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_N_N__AdpType=Prep": {"pos": "DET"}, - "Art_N_Prep_Adj__Degree=Pos|Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_N_Prep_Art_N__Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_N_Prep_N__AdpType=Prep": {"pos": "DET"}, - "Art_N_Prep_N__Definite=Def|Gender=Neut|Number=Sing": {"pos": "DET"}, - "Art_N_Prep_N__Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_N_Prep_Pron_N__AdpType=Prep": {"pos": "DET"}, - "Art_N__AdpType=Prep": {"pos": "DET"}, - "Art_N__Case=Gen|Definite=Def|Number=Sing": {"pos": "DET"}, - "Art_N__Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_Num_Art_Adj__AdpType=Prep": {"pos": "DET"}, - "Art_Num_N__AdpType=Prep": {"pos": "DET"}, - "Art_Num__Definite=Def|Degree=Sup|Gender=Neut|PronType=Ind": {"pos": "DET"}, - "Art_Num__Definite=Def|Gender=Neut": {"pos": "DET"}, - "Art_Num__Degree=Pos|Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_N|bep|onzijd|neut_eigen|ev|neut__Definite=Def|Gender=Neut|Number=Sing": {"pos": "DET"}, - "Art_N|bep|onzijd|neut_soort|ev|neut__Definite=Def|Gender=Neut|Number=Sing": {"pos": "DET"}, - "Art_Pron_N__Case=Gen|Number=Plur|PronType=Ind": {"pos": "DET"}, - "Art_Pron__Number=Sing|PronType=Ind": {"pos": "DET"}, - "Art_V_N__AdpType=Prep": {"pos": "DET"}, - "Art|bep|onzijd|neut__Definite=Def|Gender=Neut|PronType=Art": {"pos": "DET"}, - "Art|bep|zijdofmv|gen__Case=Gen|Definite=Def|PronType=Art": {"pos": "DET"}, - "Art|bep|zijdofmv|neut__Definite=Def|PronType=Art": {"pos": "DET"}, - "Art|bep|zijdofonzijd|gen__Case=Gen|Definite=Def|Number=Sing|PronType=Art": {"pos": "DET"}, - "Art|bep|zijd|dat__Case=Dat|Definite=Def|Gender=Com|PronType=Art": {"pos": "DET"}, - "Art|onbep|zijdofonzijd|neut__Definite=Ind|Number=Sing|PronType=Art": {"pos": "DET"}, - "CCONJ___": {"pos": "CONJ"}, - "Conj_Adj|neven_adv|vergr|onverv__Degree=Cmp": {"pos": "CONJ"}, - "Conj_Adj|neven_attr|stell|onverv__Degree=Pos": {"pos": "CONJ"}, - "Conj_Adv_Adv__Degree=Pos": {"pos": "CONJ"}, - "Conj_Adv__AdpType=Prep": {"pos": "CONJ"}, - "Conj_Adv__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "CONJ"}, - "Conj_Adv__Degree=Pos": {"pos": "CONJ"}, - "Conj_Adv|neven_gew|aanw__PronType=Dem": {"pos": "CONJ"}, - "Conj_Art_N__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "CONJ"}, - "Conj_Art_N__Gender=Neut|Number=Sing": {"pos": "CONJ"}, - "Conj_Conj|neven_onder|metfin___": {"pos": "CONJ"}, - "Conj_Int|neven___": {"pos": "CONJ"}, - "Conj_Int|onder|metfin___": {"pos": "CONJ"}, - "Conj_N_Adv__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "CONJ"}, - "Conj_N_Prep__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "CONJ"}, - "Conj_N|onder|metfin_soort|ev|neut__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "CONJ"}, - "Conj_Pron_Adv__Degree=Pos|Number=Sing|Person=3": {"pos": "CONJ"}, - "Conj_Pron_V__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "CONJ"}, - "Conj_Pron|neven_aanw|neut|zelfst__AdpType=Prep": {"pos": "CONJ"}, - "Conj_Punc_Conj|neven_schuinstreep_neven__AdpType=Prep": {"pos": "CONJ"}, - "Conj_V|onder|metfin_intrans|ott|3|ev__AdpType=Preppron|Gender=Masc|Number=Plur": {"pos": "CONJ"}, - "Conj|neven___": {"pos": "CONJ"}, - "Conj|onder|metfin___": {"pos": "CONJ"}, - "Conj|onder|metinf___": {"pos": "CONJ"}, - "DET__Degree=Cmp|NumType=Card|PronType=Ind": {"pos": "DET"}, - "DET__Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {"pos": "DET"}, - "DET__Gender=Fem|Number=Sing|PronType=Art": {"pos": "DET"}, - "DET__Gender=Masc|Number=Plur|PronType=Art": {"pos": "DET"}, - "DET__Gender=Masc|Number=Sing|PronType=Tot": {"pos": "DET"}, - "Int_Adv|gew|aanw___": {"pos": "X"}, - "Int_Int__NumType=Card": {"pos": "X"}, - "Int_Int___": {"pos": "X"}, - "Int_N_N_Misc_N___": {"pos": "X"}, - "Int_N_Punc_Int_N__Number=Sing": {"pos": "X"}, - "Int_Punc_Int|komma__PunctType=Comm": {"pos": "X"}, - "Int___": {"pos": "X"}, - "Misc_Misc_Misc_Misc_Misc_Misc_Misc_Misc_Misc___": {"pos": "MISC"}, - "Misc_Misc_Misc_Misc_Misc_Misc_Misc___": {"pos": "MISC"}, - "Misc_Misc_Misc_Misc_Misc_Misc_Punc_Misc_Misc_Misc___": {"pos": "MISC"}, - "Misc_Misc_Misc_Misc_Misc_Misc___": {"pos": "MISC"}, - "Misc_Misc_Misc_Misc_Misc_N_Misc_Misc_Misc_Misc_Misc_Misc___": {"pos": "MISC"}, - "Misc_Misc_Misc_Misc|vreemd_vreemd_vreemd_vreemd__AdpType=Preppron|Gender=Masc|Number=Sing": {"pos": "MISC"}, - "Misc_Misc_Misc_Misc|vreemd_vreemd_vreemd_vreemd___": {"pos": "MISC"}, - "Misc_Misc_Misc_N__Number=Sing": {"pos": "MISC"}, - "Misc_Misc_Misc|vreemd_vreemd_vreemd___": {"pos": "MISC"}, - "Misc_Misc_N_N__Number=Sing": {"pos": "MISC"}, - "Misc_Misc_N|vreemd_vreemd_soort|mv|neut__Number=Plur": {"pos": "MISC"}, - "Misc_Misc_Punc_N_N__Number=Sing": {"pos": "MISC"}, - "Misc_Misc|vreemd_vreemd__AdpType=Prep": {"pos": "MISC"}, - "Misc_Misc|vreemd_vreemd__NumType=Card": {"pos": "MISC"}, - "Misc_Misc|vreemd_vreemd___": {"pos": "MISC"}, - "Misc_N_Misc_Misc__Number=Sing": {"pos": "MISC"}, - "Misc_N_N__Number=Sing": {"pos": "MISC"}, - "Misc_N|vreemd_eigen|ev|neut__Number=Sing": {"pos": "MISC"}, - "Misc_N|vreemd_soort|ev|neut__Number=Sing": {"pos": "MISC"}, - "Misc|vreemd__Foreign=Yes": {"pos": "MISC"}, - "NUM__Case=Nom|Definite=Def|Degree=Pos|NumType=Card": {"pos": "NUM"}, - "NUM__Definite=Def|Degree=Pos|NumType=Card": {"pos": "NUM"}, - "NUM__Definite=Def|Degree=Pos|Number=Sing|NumType=Card": {"pos": "NUM"}, - "NUM__Definite=Def|NumType=Card": {"pos": "NUM"}, - "NUM__Definite=Def|Number=Plur|NumType=Card": {"pos": "NUM"}, - "NUM__Definite=Def|Number=Sing|NumType=Card": {"pos": "NUM"}, - "NUM__NumForm=Digit|NumType=Card": {"pos": "NUM"}, - "NUM__NumType=Card": {"pos": "NUM"}, - "N_Adj_N_Num__Definite=Def|Degree=Pos|Number=Sing": {"pos": "NOUN"}, - "N_Adj_N__Degree=Pos|Number=Plur": {"pos": "NOUN"}, - "N_Adj_N___": {"pos": "NOUN"}, - "N_Adj__AdpType=Prep": {"pos": "NOUN"}, - "N_Adj__Case=Nom|Degree=Pos|Number=Plur": {"pos": "NOUN"}, - "N_Adj__Case=Nom|Degree=Pos|Number=Sing": {"pos": "NOUN"}, - "N_Adj__Degree=Pos|Number=Plur": {"pos": "NOUN"}, - "N_Adj__Degree=Pos|Number=Sing": {"pos": "NOUN"}, - "N_Adj___": {"pos": "NOUN"}, - "N_Adv_Punc_V_Pron_V__Aspect=Imp|Degree=Pos|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Inf": {"pos": "NOUN"}, - "N_Adv__Degree=Pos|Number=Sing": {"pos": "NOUN"}, - "N_Adv___": {"pos": "NOUN"}, - "N_Adv|soort|ev|neut_deelv__Number=Sing": {"pos": "NOUN"}, - "N_Art_Adj_Prep_N___": {"pos": "NOUN"}, - "N_Art_N__Case=Gen|Number=Sing": {"pos": "NOUN"}, - "N_Art_N__Number=Plur": {"pos": "NOUN"}, - "N_Art_N__Number=Sing": {"pos": "NOUN"}, - "N_Art_N___": {"pos": "NOUN"}, - "N_Conj_Adv__Degree=Pos|Number=Sing": {"pos": "NOUN"}, - "N_Conj_Art_N___": {"pos": "NOUN"}, - "N_Conj_N_N__Number=Sing": {"pos": "NOUN"}, - "N_Conj_N_N___": {"pos": "NOUN"}, - "N_Conj_N__Number=Plur": {"pos": "NOUN"}, - "N_Conj_N__Number=Sing": {"pos": "NOUN"}, - "N_Conj_N___": {"pos": "NOUN"}, - 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"DET__Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs": {POS: DET}, + "DET__Gender=Fem|Number=Sing|PronType=Art": {POS: DET}, + "DET__Gender=Masc|Number=Plur|PronType=Art": {POS: DET}, + "DET__Gender=Masc|Number=Sing|PronType=Tot": {POS: DET}, + "Int_Adv|gew|aanw___": {POS: X}, + "Int_Int__NumType=Card": {POS: X}, + "Int_Int___": {POS: X}, + "Int_N_N_Misc_N___": {POS: X}, + "Int_N_Punc_Int_N__Number=Sing": {POS: X}, + "Int_Punc_Int|komma__PunctType=Comm": {POS: X}, + "Int___": {POS: X}, + "Misc_Misc_Misc_Misc_Misc_Misc_Misc_Misc_Misc___": {POS: X}, + "Misc_Misc_Misc_Misc_Misc_Misc_Misc___": {POS: X}, + "Misc_Misc_Misc_Misc_Misc_Misc_Punc_Misc_Misc_Misc___": {POS: X}, + "Misc_Misc_Misc_Misc_Misc_Misc___": {POS: X}, + "Misc_Misc_Misc_Misc_Misc_N_Misc_Misc_Misc_Misc_Misc_Misc___": {POS: X}, + "Misc_Misc_Misc_Misc|vreemd_vreemd_vreemd_vreemd__AdpType=Preppron|Gender=Masc|Number=Sing": {POS: X}, + "Misc_Misc_Misc_Misc|vreemd_vreemd_vreemd_vreemd___": {POS: X}, + "Misc_Misc_Misc_N__Number=Sing": {POS: X}, + "Misc_Misc_Misc|vreemd_vreemd_vreemd___": {POS: X}, + "Misc_Misc_N_N__Number=Sing": {POS: X}, + "Misc_Misc_N|vreemd_vreemd_soort|mv|neut__Number=Plur": {POS: X}, + "Misc_Misc_Punc_N_N__Number=Sing": {POS: X}, + "Misc_Misc|vreemd_vreemd__AdpType=Prep": {POS: X}, + "Misc_Misc|vreemd_vreemd__NumType=Card": {POS: X}, + "Misc_Misc|vreemd_vreemd___": {POS: X}, + "Misc_N_Misc_Misc__Number=Sing": {POS: X}, + "Misc_N_N__Number=Sing": {POS: X}, + "Misc_N|vreemd_eigen|ev|neut__Number=Sing": {POS: X}, + "Misc_N|vreemd_soort|ev|neut__Number=Sing": {POS: X}, + "Misc|vreemd__Foreign=Yes": {POS: X}, + "NUM__Case=Nom|Definite=Def|Degree=Pos|NumType=Card": {POS: NUM}, + "NUM__Definite=Def|Degree=Pos|NumType=Card": {POS: NUM}, + "NUM__Definite=Def|Degree=Pos|Number=Sing|NumType=Card": {POS: NUM}, + "NUM__Definite=Def|NumType=Card": {POS: NUM}, + "NUM__Definite=Def|Number=Plur|NumType=Card": {POS: NUM}, + "NUM__Definite=Def|Number=Sing|NumType=Card": {POS: NUM}, + "NUM__NumForm=Digit|NumType=Card": {POS: NUM}, + "NUM__NumType=Card": {POS: NUM}, + "N_Adj_N_Num__Definite=Def|Degree=Pos|Number=Sing": {POS: NOUN}, + "N_Adj_N__Degree=Pos|Number=Plur": {POS: NOUN}, + "N_Adj_N___": {POS: NOUN}, + "N_Adj__AdpType=Prep": {POS: NOUN}, + "N_Adj__Case=Nom|Degree=Pos|Number=Plur": {POS: NOUN}, + "N_Adj__Case=Nom|Degree=Pos|Number=Sing": {POS: NOUN}, + "N_Adj__Degree=Pos|Number=Plur": {POS: NOUN}, + "N_Adj__Degree=Pos|Number=Sing": {POS: NOUN}, + "N_Adj___": {POS: NOUN}, + "N_Adv_Punc_V_Pron_V__Aspect=Imp|Degree=Pos|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Inf": {POS: NOUN}, + "N_Adv__Degree=Pos|Number=Sing": {POS: NOUN}, + "N_Adv___": {POS: NOUN}, + "N_Adv|soort|ev|neut_deelv__Number=Sing": {POS: NOUN}, + "N_Art_Adj_Prep_N___": {POS: NOUN}, + "N_Art_N__Case=Gen|Number=Sing": {POS: NOUN}, + "N_Art_N__Number=Plur": {POS: NOUN}, + "N_Art_N__Number=Sing": {POS: NOUN}, + "N_Art_N___": {POS: NOUN}, + "N_Conj_Adv__Degree=Pos|Number=Sing": {POS: NOUN}, + "N_Conj_Art_N___": {POS: NOUN}, + "N_Conj_N_N__Number=Sing": {POS: NOUN}, + "N_Conj_N_N___": {POS: NOUN}, + "N_Conj_N__Number=Plur": {POS: NOUN}, + "N_Conj_N__Number=Sing": {POS: NOUN}, + "N_Conj_N___": {POS: NOUN}, + "N_Conj|soort|ev|neut_neven__Number=Sing": {POS: NOUN}, + "N_Int_N|eigen|ev|neut_eigen|ev|neut___": {POS: NOUN}, + "N_Misc_Misc_Misc_Misc___": {POS: NOUN}, + "N_Misc_Misc_N___": {POS: NOUN}, + "N_Misc_Misc|eigen|ev|neut_vreemd_vreemd___": {POS: NOUN}, + "N_Misc_Misc|soort|mv|neut_vreemd_vreemd__Number=Plur": {POS: NOUN}, + "N_Misc_N_N_N_N___": {POS: NOUN}, + "N_Misc_N_N___": {POS: NOUN}, + "N_Misc_N___": {POS: NOUN}, + "N_Misc_Num___": {POS: NOUN}, + "N_Misc|eigen|ev|neut_vreemd___": {POS: NOUN}, + "N_Misc|soort|ev|neut_vreemd__Number=Sing": {POS: NOUN}, + "N_N_Adj_Art_N_N__Gender=Masc|Number=Plur|PronType=Art": {POS: NOUN}, + "N_N_Adj_N___": {POS: NOUN}, + "N_N_Adj__Degree=Pos|Number=Sing": {POS: NOUN}, + "N_N_Adj___": {POS: NOUN}, + "N_N_Art_Adv___": {POS: NOUN}, + "N_N_Art_N___": {POS: NOUN}, + "N_N_Conj_N_N_N_N_N___": {POS: NOUN}, + "N_N_Conj_N_N___": {POS: NOUN}, + "N_N_Conj_N__Number=Sing": {POS: NOUN}, + "N_N_Conj_N___": {POS: NOUN}, + "N_N_Conj___": {POS: NOUN}, + "N_N_Int_N_N___": {POS: NOUN}, + "N_N_Misc___": {POS: NOUN}, + "N_N_N_Adj_N___": {POS: NOUN}, + "N_N_N_Adv___": {POS: NOUN}, + "N_N_N_Int__AdpType=Prep": {POS: NOUN}, + "N_N_N_Misc___": {POS: NOUN}, + "N_N_N_N_Conj_N___": {POS: NOUN}, + "N_N_N_N_Misc___": {POS: NOUN}, + "N_N_N_N_N_N_Int__AdpType=Prep": {POS: NOUN}, + "N_N_N_N_N_N_N__AdpType=Prep": {POS: NOUN}, + "N_N_N_N_N_N_N__Gender=Fem|Number=Sing|PronType=Art": {POS: NOUN}, + "N_N_N_N_N_N_N___": {POS: NOUN}, + "N_N_N_N_N_N_Prep_N___": {POS: NOUN}, + "N_N_N_N_N_N__AdpType=Prep": {POS: NOUN}, + "N_N_N_N_N_N___": {POS: NOUN}, + "N_N_N_N_N_Prep_N___": {POS: NOUN}, + "N_N_N_N_N__AdpType=Prep": {POS: NOUN}, + "N_N_N_N_N__Number=Sing": {POS: NOUN}, + "N_N_N_N_N___": {POS: NOUN}, + "N_N_N_N_Prep_N___": {POS: NOUN}, + "N_N_N_N_Punc_N_Punc___": {POS: NOUN}, + "N_N_N_N_V___": {POS: NOUN}, + "N_N_N_N__Gender=Fem|Number=Plur|PronType=Art": {POS: NOUN}, + "N_N_N_N__Gender=Fem|Number=Sing|PronType=Art": {POS: NOUN}, + "N_N_N_N__NumType=Card": {POS: NOUN}, + "N_N_N_N__Number=Plur": {POS: NOUN}, + "N_N_N_N__Number=Sing": {POS: NOUN}, + "N_N_N_N___": {POS: NOUN}, + "N_N_N_Prep_Art_Adj_N___": {POS: NOUN}, + "N_N_N_Prep_N_N___": {POS: NOUN}, + "N_N_N_Prep_N___": {POS: NOUN}, + "N_N_N_Punc_N___": {POS: NOUN}, + "N_N_N_Punc___": {POS: NOUN}, + "N_N_N__AdpType=Prep": {POS: NOUN}, + "N_N_N__Gender=Fem|Number=Sing|PronType=Art": {POS: NOUN}, + "N_N_N__Gender=Masc|Number=Plur|PronType=Art": {POS: NOUN}, + "N_N_N__Number=Plur": {POS: NOUN}, + "N_N_N__Number=Sing": {POS: NOUN}, + "N_N_N___": {POS: NOUN}, + "N_N_Num_N___": {POS: NOUN}, + "N_N_Num__Definite=Def|Number=Sing": {POS: NOUN}, + "N_N_Num___": {POS: NOUN}, + "N_N_Prep_Art_Adj_N__Degree=Pos|Gender=Neut|Number=Sing": {POS: NOUN}, + "N_N_Prep_Art_N_Prep_Art_N___": {POS: NOUN}, + "N_N_Prep_Art_N___": {POS: NOUN}, + "N_N_Prep_N_N__AdpType=Prep": {POS: NOUN}, + "N_N_Prep_N_Prep_Adj_N___": {POS: NOUN}, + "N_N_Prep_N__AdpType=Prep": {POS: NOUN}, + "N_N_Prep_N__Number=Sing": {POS: NOUN}, + "N_N_Prep_N___": {POS: NOUN}, + "N_N_Punc_N_Punc___": {POS: NOUN}, + "N_Num_N_N__Definite=Def|Number=Sing": {POS: NOUN}, + "N_Num_N_Num___": {POS: NOUN}, + "N_Num_N___": {POS: NOUN}, + "N_Num_Num__Definite=Def|Number=Sing": {POS: NOUN}, + "N_Num__Definite=Def|Number=Plur": {POS: NOUN}, + "N_Num__Definite=Def|Number=Sing": {POS: NOUN}, + "N_Num___": {POS: NOUN}, + "N_N|eigen|ev|gen_eigen|ev|gen___": {POS: NOUN}, + "N_N|eigen|ev|gen_eigen|ev|neut___": {POS: NOUN}, + "N_N|eigen|ev|gen_soort|ev|neut___": {POS: NOUN}, + "N_N|eigen|ev|gen_soort|mv|neut___": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|gen___": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__AdpType=Prep": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__AdpType=Preppron|Gender=Fem|Number=Plur": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__AdpType=Preppron|Gender=Masc|Number=Sing": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__Gender=Fem|Number=Plur|PronType=Art": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__Gender=Fem|Number=Sing|PronType=Art": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__Gender=Masc|Number=Plur|PronType=Art": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__Gender=Masc|Number=Sing|PronType=Art": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__NumType=Card": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut__Number=Sing": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|ev|neut___": {POS: NOUN}, + "N_N|eigen|ev|neut_eigen|mv|neut___": {POS: NOUN}, + "N_N|eigen|ev|neut_soort|ev|neut__AdpType=Prep": {POS: NOUN}, + "N_N|eigen|ev|neut_soort|ev|neut___": {POS: NOUN}, + "N_N|eigen|ev|neut_soort|mv|neut___": {POS: NOUN}, + "N_N|eigen|mv|neut_eigen|mv|neut___": {POS: NOUN}, + "N_N|soort|ev|neut_eigen|ev|neut__Number=Sing": {POS: NOUN}, + "N_N|soort|ev|neut_soort|ev|neut__Gender=Masc|Number=Plur|PronType=Art": {POS: NOUN}, + "N_N|soort|ev|neut_soort|ev|neut__NumForm=Digit|NumType=Card": {POS: NOUN}, + "N_N|soort|ev|neut_soort|ev|neut__Number=Sing": {POS: NOUN}, + "N_N|soort|ev|neut_soort|mv|neut__Number=Plur": {POS: NOUN}, + "N_N|soort|mv|neut_eigen|ev|neut__Number=Sing": {POS: NOUN}, + "N_N|soort|mv|neut_soort|ev|neut__Number=Sing": {POS: NOUN}, + "N_N|soort|mv|neut_soort|mv|neut__Number=Plur": {POS: NOUN}, + "N_Prep_Adj_Adj_N__Degree=Pos|Number=Plur": {POS: NOUN}, + "N_Prep_Adj_N___": {POS: NOUN}, + "N_Prep_Art_N_Art_N__Number=Plur": {POS: NOUN}, + "N_Prep_Art_N_N__Number=Sing": {POS: NOUN}, + "N_Prep_Art_N_Prep_Art_N__Gender=Neut|Number=Sing": {POS: NOUN}, + "N_Prep_Art_N__Number=Plur": {POS: NOUN}, + "N_Prep_Art_N__Number=Sing": {POS: NOUN}, + "N_Prep_Art_N___": {POS: NOUN}, + "N_Prep_N_Art_Adj___": {POS: NOUN}, + "N_Prep_N_N__Number=Sing": {POS: NOUN}, + "N_Prep_N_N___": {POS: NOUN}, + "N_Prep_N_Prep_Art_N___": {POS: NOUN}, + "N_Prep_N_Prep_N_Conj_N_Prep_Art_N_N__Number=Sing": {POS: NOUN}, + "N_Prep_N_Punc_N_Conj_N__Number=Sing": {POS: NOUN}, + "N_Prep_N__Number=Plur": {POS: NOUN}, + "N_Prep_N__Number=Sing": {POS: NOUN}, + "N_Prep_N___": {POS: NOUN}, + "N_Prep_Num__Definite=Def|Number=Sing": {POS: NOUN}, + "N_Prep_Pron_N___": {POS: NOUN}, + "N_Prep|soort|ev|neut_voor__Number=Sing": {POS: NOUN}, + "N_Pron___": {POS: NOUN}, + "N_Punc_Adj_N___": {POS: NOUN}, + "N_Punc_Adj_Pron_Punc__Degree=Pos|Number=Sing|Person=2": {POS: NOUN}, + "N_Punc_Adv_V_Pron_N__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: NOUN}, + "N_Punc_Misc_Punc_N___": {POS: NOUN}, + "N_Punc_N_N_N_N__Number=Sing": {POS: NOUN}, + "N_Punc_N_Punc_N__Number=Sing": {POS: NOUN}, + "N_Punc_N_Punc__Number=Sing": {POS: NOUN}, + "N_Punc_N__Number=Sing": {POS: NOUN}, + "N_Punc_Punc_N_N_Punc_Punc_N___": {POS: NOUN}, + "N_V_N_N___": {POS: NOUN}, + "N_V_N___": {POS: NOUN}, + "N_V__Aspect=Imp|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin": {POS: NOUN}, + "N_V__Number=Sing|Tense=Past|VerbForm=Part": {POS: NOUN}, + "N_V___": {POS: NOUN}, + "N_V|eigen|ev|neut_trans|imp___": {POS: NOUN}, + "N_V|soort|ev|neut_hulpofkopp|conj__Mood=Sub|Number=Sing|VerbForm=Fin": {POS: NOUN}, + "N_V|soort|ev|neut_intrans|conj__Mood=Sub|Number=Sing|VerbForm=Fin": {POS: NOUN}, + "Num_Adj_Adj_N___": {POS: NUM}, + "Num_Adj_N___": {POS: NUM}, + "Num_Adj__Definite=Def|Degree=Pos|NumType=Card": {POS: NUM}, + "Num_Adj__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_Adj___": {POS: NUM}, + "Num_Conj_Adj__Case=Nom|Definite=Def|Degree=Pos|NumType=Card": {POS: NUM}, + "Num_Conj_Art_Adj__Definite=Def|Degree=Pos|Number=Sing|NumType=Card": {POS: NUM}, + "Num_Conj_Num_N__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_Conj_Num__Degree=Cmp|NumType=Card|PronType=Ind": {POS: NUM}, + "Num_N_N__Definite=Def|Number=Sing|NumType=Card": {POS: NUM}, + "Num_N_Num_Num_N__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_N_Num__Definite=Def|Number=Sing|NumType=Card": {POS: NUM}, + "Num_N_Num__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_N__Definite=Def|Number=Plur|NumType=Card": {POS: NUM}, + "Num_N__Definite=Def|Number=Sing|NumType=Card": {POS: NUM}, + "Num_N__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_N___": {POS: NUM}, + "Num_Num_N__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_Num__Definite=Def|NumType=Card": {POS: NUM}, + "Num_Num__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_Prep_Num__Definite=Def|NumType=Card": {POS: NUM}, + "Num_Punc_Num_N_N__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_Punc_Num__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num_Punc__NumForm=Digit|NumType=Card": {POS: NUM}, + "Num__Case=Nom|Degree=Cmp|NumType=Card|PronType=Ind": {POS: NUM}, + "Num__Case=Nom|Degree=Pos|NumType=Card|PronType=Ind": {POS: NUM}, + "Num__Case=Nom|Degree=Sup|NumType=Card|PronType=Ind": {POS: NUM}, + "Num__Degree=Cmp|NumType=Card|PronType=Ind": {POS: NUM}, + "Num__Degree=Pos|NumType=Card|PronType=Ind": {POS: NUM}, + "Num__Degree=Pos|Number=Plur|NumType=Card|PronType=Ind": {POS: NUM}, + "Num__Degree=Sup|NumType=Card|PronType=Ind": {POS: NUM}, + "Num__Degree=Sup|Number=Plur|NumType=Card|PronType=Ind": {POS: NUM}, + "Num|hoofd|bep|attr|onverv__Definite=Def|NumType=Card": {POS: NUM}, + "Num|hoofd|bep|zelfst|onverv__Definite=Def|NumType=Card": {POS: NUM}, + "Num|hoofd|bep|zelfst|vervmv__Definite=Def|Number=Plur|NumType=Card": {POS: NUM}, + "Num|hoofd|onbep|attr|stell|onverv__Degree=Pos|NumType=Card|PronType=Ind": {POS: NUM}, + "Num|hoofd|onbep|attr|vergr|onverv__Degree=Cmp|NumType=Card|PronType=Ind": {POS: NUM}, + "Num|rang|bep|attr|onverv__Definite=Def|NumType=Ord": {POS: NUM}, + "Num|rang|bep|zelfst|onverv__Definite=Def|NumType=Ord": {POS: NUM}, + "N|eigen|ev|gen__Case=Gen|Number=Sing": {POS: NOUN}, + "N|eigen|ev|neut__Number=Sing": {POS: NOUN}, + "N|eigen|mv|neut__Number=Plur": {POS: NOUN}, + "N|soort|ev|dat__Case=Dat|Number=Sing": {POS: NOUN}, + "N|soort|ev|gen__Case=Gen|Number=Sing": {POS: NOUN}, + "N|soort|ev|neut__Number=Sing": {POS: NOUN}, + "N|soort|mv|neut__Number=Plur": {POS: NOUN}, + "PROPN___": {POS: PROPN}, + "PUNCT___": {POS: PUNCT}, + "Prep_Adj_Conj_Prep_N__Degree=Pos|Number=Sing": {POS: ADP}, + "Prep_Adj_N__Degree=Pos|Number=Plur": {POS: ADP}, + "Prep_Adj|voor_adv|vergr|vervneut__Case=Nom|Degree=Cmp": {POS: ADP}, + "Prep_Adj|voor_attr|stell|onverv__Degree=Pos": {POS: ADP}, + "Prep_Adj|voor_attr|stell|vervneut__Case=Nom|Degree=Pos": {POS: ADP}, + "Prep_Adv__AdpType=Prep": {POS: ADP}, + "Prep_Adv__Case=Nom|Degree=Pos": {POS: ADP}, + "Prep_Adv__Case=Nom|Degree=Sup": {POS: ADP}, + "Prep_Adv__Degree=Pos": {POS: ADP}, + "Prep_Adv|voor_gew|aanw__AdpType=Prep": {POS: ADP}, + "Prep_Adv|voor_gew|aanw__Gender=Masc|Number=Sing|PronType=Tot": {POS: ADP}, + "Prep_Adv|voor_gew|aanw__PronType=Dem": {POS: ADP}, + "Prep_Adv|voor_pron|vrag__PronType=Int": {POS: ADP}, + "Prep_Art_Adj_N__Degree=Pos|Number=Sing": {POS: ADP}, + "Prep_Art_Adj__AdpType=Prep": {POS: ADP}, + "Prep_Art_Adj__Case=Nom|Degree=Pos": {POS: ADP}, + "Prep_Art_Adj__Degree=Cmp|Gender=Neut": {POS: ADP}, + "Prep_Art_Misc_Misc___": {POS: ADP}, + "Prep_Art_N_Adv__Number=Sing": {POS: ADP}, + "Prep_Art_N_Adv__Number=Sing|PronType=Int": {POS: ADP}, + "Prep_Art_N_Art_N__AdpType=Prep": {POS: ADP}, + "Prep_Art_N_Prep_Art_N__AdpType=Prep": {POS: ADP}, + "Prep_Art_N_Prep__AdpType=Prep": {POS: ADP}, + "Prep_Art_N_Prep__Gender=Neut|Number=Sing": {POS: ADP}, + "Prep_Art_N_Prep__Number=Sing": {POS: ADP}, + "Prep_Art_N_V__Number=Plur|Tense=Past|VerbForm=Part": {POS: ADP}, + "Prep_Art_N__AdpType=Prep": {POS: ADP}, + "Prep_Art_N__Gender=Com|Number=Sing": {POS: ADP}, + "Prep_Art_N__Gender=Neut|Number=Sing": {POS: ADP}, + "Prep_Art_N__Number=Plur": {POS: ADP}, + "Prep_Art_N__Number=Sing": {POS: ADP}, + "Prep_Art_V__AdpType=Prep": {POS: ADP}, + "Prep_Art_V__Gender=Neut|VerbForm=Inf": {POS: ADP}, + "Prep_Art|voor_bep|onzijd|neut__Gender=Neut": {POS: ADP}, + "Prep_Art|voor_onbep|zijdofonzijd|neut__Number=Sing": {POS: ADP}, + "Prep_Conj_Prep|voor_neven_voor__Gender=Masc|Number=Sing|PronType=Tot": {POS: ADP}, + "Prep_Misc|voor_vreemd___": {POS: ADP}, + "Prep_N_Adv|voor_soort|ev|neut_deeladv__Number=Sing": {POS: ADP}, + "Prep_N_Adv|voor_soort|ev|neut_pron|aanw__AdpType=Prep": {POS: ADP}, + "Prep_N_Adv|voor_soort|ev|neut_pron|aanw__Number=Sing|PronType=Dem": {POS: ADP}, + "Prep_N_Adv|voor_soort|ev|neut_pron|vrag__Number=Sing|PronType=Int": {POS: ADP}, + "Prep_N_Adv|voor_soort|mv|neut_deelv__Gender=Masc|Number=Sing|PronType=Tot": {POS: ADP}, + "Prep_N_Conj_N__Number=Sing": {POS: ADP}, + "Prep_N_Conj__AdpType=Prep": {POS: ADP}, + "Prep_N_Prep_N__Number=Sing": {POS: ADP}, + "Prep_N_Prep|voor_soort|ev|dat_voor__Number=Sing": {POS: ADP}, + "Prep_N_Prep|voor_soort|ev|neut_voor__AdpType=Prep": {POS: ADP}, + "Prep_N_Prep|voor_soort|ev|neut_voor__Number=Sing": {POS: ADP}, + "Prep_N_Prep|voor_soort|mv|neut_voor__Number=Plur": {POS: ADP}, + "Prep_N_V__Case=Nom|Number=Sing|Tense=Past|VerbForm=Part": {POS: ADP}, + "Prep_Num_N__Definite=Def|Number=Sing": {POS: ADP}, + "Prep_Num__Case=Nom|Degree=Sup|PronType=Ind": {POS: ADP}, + "Prep_Num__Degree=Cmp|PronType=Ind": {POS: ADP}, + "Prep_N|voor_eigen|ev|neut__Number=Sing": {POS: ADP}, + "Prep_N|voor_soort|ev|dat__AdpType=Prep": {POS: ADP}, + "Prep_N|voor_soort|ev|dat__Case=Dat|Number=Sing": {POS: ADP}, + "Prep_N|voor_soort|ev|neut__AdpType=Prep": {POS: ADP}, + "Prep_N|voor_soort|ev|neut__Gender=Masc|Number=Sing|PronType=Tot": {POS: ADP}, + "Prep_N|voor_soort|ev|neut__Number=Sing": {POS: ADP}, + "Prep_N|voor_soort|mv|neut__AdpType=Prep": {POS: ADP}, + "Prep_N|voor_soort|mv|neut__Number=Plur": {POS: ADP}, + "Prep_Prep_Adj|voor_voor_adv|stell|onverv__Gender=Masc|Number=Sing|PronType=Tot": {POS: ADP}, + "Prep_Prep_Adv__Degree=Pos": {POS: ADP}, + "Prep_Pron_Adj__Degree=Cmp|Number=Sing|Person=3": {POS: ADP}, + "Prep_Pron_N_Adv__Number=Plur": {POS: ADP}, + "Prep_Pron_N__AdpType=Prep": {POS: ADP}, + "Prep_Pron_N__Case=Dat|Number=Sing": {POS: ADP}, + "Prep_Pron|voor_aanw|neut|zelfst___": {POS: ADP}, + "Prep_Pron|voor_onbep|neut|attr___": {POS: ADP}, + "Prep_Pron|voor_onbep|neut|zelfst___": {POS: ADP}, + "Prep_Pron|voor_rec|neut__AdpType=Prep": {POS: ADP}, + "Prep_Pron|voor_rec|neut___": {POS: ADP}, + "Prep_Pron|voor_ref|3|evofmv__Number=Plur,Sing|Person=3": {POS: ADP}, + "Prep_Punc_N_Conj_N__AdpType=Prep": {POS: ADP}, + "Prep_V_N__Number=Sing|Tense=Pres|VerbForm=Part": {POS: ADP}, + "Prep_V_Pron_Pron_Adv__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|PronType=Dem|Tense=Pres|VerbForm=Fin": {POS: ADP}, + "Prep_V|voor_intrans|inf__VerbForm=Inf": {POS: ADP}, + "Prep_V|voorinf_trans|inf__VerbForm=Inf": {POS: ADP}, + "Prep|achter__AdpType=Post": {POS: ADP}, + "Prep|comb__AdpType=Circ": {POS: ADP}, + "Prep|voor__AdpType=Prep": {POS: ADP}, + "Prep|voorinf__AdpType=Prep|PartType=Inf": {POS: ADP}, + "Pron_Adj_N_Punc_Art_Adj_N_Prep_Art_Adj_N__NumType=Card": {POS: PRON}, + "Pron_Adj__Case=Nom|Degree=Sup|Number=Sing|Person=2|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron_Adj__Degree=Cmp|PronType=Ind": {POS: PRON}, + "Pron_Adv|vrag|neut|attr_deelv__PronType=Int": {POS: PRON}, + "Pron_Art_N_N__Number=Plur|PronType=Ind": {POS: PRON}, + "Pron_Art__Number=Sing|PronType=Int": {POS: PRON}, + "Pron_N_Adv__Number=Sing|PronType=Ind": {POS: PRON}, + "Pron_N_V_Adv_Num_Punc__Aspect=Imp|Definite=Def|Mood=Ind|Number=Sing|Person=3|PronType=Ind|Tense=Pres|VerbForm=Fin": {POS: PRON}, + "Pron_N_V_Conj_N__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|PronType=Ind|Tense=Pres|VerbForm=Fin": {POS: PRON}, + "Pron_N__Case=Gen|Number=Sing|PronType=Ind": {POS: PRON}, + "Pron_N__Number=Sing|PronType=Ind": {POS: PRON}, + "Pron_N|aanw|gen|attr_soort|mv|neut__Case=Gen|Number=Plur|PronType=Dem": {POS: PRON}, + "Pron_N|onbep|neut|attr_soort|ev|neut__Number=Sing|PronType=Ind": {POS: PRON}, + "Pron_Prep_Art__Number=Sing|PronType=Int": {POS: PRON}, + "Pron_Prep_Art__Number=Sing|PronType=Rel": {POS: PRON}, + "Pron_Prep_N__Number=Plur|PronType=Int": {POS: PRON}, + "Pron_Prep|betr|neut|zelfst_voor__PronType=Rel": {POS: PRON}, + "Pron_Prep|onbep|neut|zelfst_voor__PronType=Ind": {POS: PRON}, + "Pron_Prep|vrag|neut|attr_voor__PronType=Int": {POS: PRON}, + "Pron_Pron_V__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|PronType=Rel|Tense=Pres|VerbForm=Fin": {POS: PRON}, + "Pron_Pron__Person=3|PronType=Prs|Reflex=Yes": {POS: PRON}, + "Pron_V_V__Aspect=Imp|Mood=Ind|Person=3|PronType=Dem|Tense=Pres|VerbForm=Inf": {POS: PRON}, + "Pron_V__Case=Gen|Number=Sing|Person=3|Poss=Yes|PronType=Prs|VerbForm=Inf": {POS: PRON}, + "Pron_V__Number=Plur|Person=1|Poss=Yes|PronType=Prs|VerbForm=Inf": {POS: PRON}, + "Pron|aanw|dat|attr__Case=Dat|PronType=Dem": {POS: PRON}, + "Pron|aanw|gen|attr__Case=Gen|PronType=Dem": {POS: PRON}, + "Pron|aanw|neut|attr__PronType=Dem": {POS: PRON}, + "Pron|aanw|neut|attr|weigen__PronType=Dem": {POS: PRON}, + "Pron|aanw|neut|attr|wzelf__PronType=Dem": {POS: PRON}, + "Pron|aanw|neut|zelfst__PronType=Dem": {POS: PRON}, + "Pron|betr|gen|zelfst__Case=Gen|PronType=Rel": {POS: PRON}, + "Pron|betr|neut|attr__PronType=Rel": {POS: PRON}, + "Pron|betr|neut|zelfst__PronType=Rel": {POS: PRON}, + "Pron|bez|1|ev|neut|attr__Number=Sing|Person=1|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|bez|1|mv|neut|attr__Number=Plur|Person=1|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|bez|2|ev|neut|attr__Number=Sing|Person=2|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|bez|2|mv|neut|attr__Number=Plur|Person=2|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|bez|3|ev|gen|attr__Case=Gen|Number=Sing|Person=3|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|bez|3|ev|neut|attr__Number=Sing|Person=3|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|bez|3|ev|neut|zelfst__Number=Sing|Person=3|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|bez|3|mv|neut|attr__Number=Plur|Person=3|Poss=Yes|PronType=Prs": {POS: PRON}, + "Pron|onbep|gen|attr__Case=Gen|PronType=Ind": {POS: PRON}, + "Pron|onbep|gen|zelfst__Case=Gen|PronType=Ind": {POS: PRON}, + "Pron|onbep|neut|attr__PronType=Ind": {POS: PRON}, + "Pron|onbep|neut|zelfst__PronType=Ind": {POS: PRON}, + "Pron|per|1|ev|datofacc__Case=Acc,Dat|Number=Sing|Person=1|PronType=Prs": {POS: PRON}, + "Pron|per|1|ev|nom__Case=Nom|Number=Sing|Person=1|PronType=Prs": {POS: PRON}, + "Pron|per|1|mv|datofacc__Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs": {POS: PRON}, + "Pron|per|1|mv|nom__Case=Nom|Number=Plur|Person=1|PronType=Prs": {POS: PRON}, + "Pron|per|2|ev|datofacc__Case=Acc,Dat|Number=Sing|Person=2|PronType=Prs": {POS: PRON}, + "Pron|per|2|ev|nom__Case=Nom|Number=Sing|Person=2|PronType=Prs": {POS: PRON}, + "Pron|per|2|mv|datofacc__Case=Acc,Dat|Number=Plur|Person=2|PronType=Prs": {POS: PRON}, + "Pron|per|2|mv|nom__Case=Nom|Number=Plur|Person=2|PronType=Prs": {POS: PRON}, + "Pron|per|3|evofmv|datofacc__Case=Acc,Dat|Number=Plur,Sing|Person=3|PronType=Prs": {POS: PRON}, + "Pron|per|3|evofmv|nom__Case=Nom|Number=Plur,Sing|Person=3|PronType=Prs": {POS: PRON}, + "Pron|per|3|ev|datofacc__Case=Acc,Dat|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "Pron|per|3|ev|nom__Case=Nom|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "Pron|per|3|mv|datofacc__Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs": {POS: PRON}, + "Pron|rec|gen__Case=Gen|PronType=Rcp": {POS: PRON}, + "Pron|rec|neut__PronType=Rcp": {POS: PRON}, + "Pron|ref|1|ev__Number=Sing|Person=1|PronType=Prs|Reflex=Yes": {POS: PRON}, + "Pron|ref|1|mv__Number=Plur|Person=1|PronType=Prs|Reflex=Yes": {POS: PRON}, + "Pron|ref|2|ev__Number=Sing|Person=2|PronType=Prs|Reflex=Yes": {POS: PRON}, + "Pron|ref|3|evofmv__Number=Plur,Sing|Person=3|PronType=Prs|Reflex=Yes": {POS: PRON}, + "Pron|vrag|neut|attr__PronType=Int": {POS: PRON}, + "Pron|vrag|neut|zelfst__PronType=Int": {POS: PRON}, + "Punc_Int_Punc_N_N_N_Punc_Pron_V_Pron_Adj_V_Punc___": {POS: PUNCT}, + "Punc_N_Punc_N___": {POS: PUNCT}, + "Punc_Num_Num___": {POS: PUNCT}, + "Punc_Num___": {POS: PUNCT}, + "Punc|aanhaaldubb__PunctType=Quot": {POS: PUNCT}, + "Punc|aanhaalenk__PunctType=Quot": {POS: PUNCT}, + "Punc|dubbpunt__PunctType=Colo": {POS: PUNCT}, + "Punc|haakopen__PunctSide=Ini|PunctType=Brck": {POS: PUNCT}, + "Punc|haaksluit__PunctSide=Fin|PunctType=Brck": {POS: PUNCT}, + "Punc|hellip__PunctType=Peri": {POS: PUNCT}, + "Punc|isgelijk___": {POS: PUNCT}, + "Punc|komma__PunctType=Comm": {POS: PUNCT}, + "Punc|liggstreep___": {POS: PUNCT}, + "Punc|maal___": {POS: PUNCT}, + "Punc|punt__PunctType=Peri": {POS: PUNCT}, + "Punc|puntkomma__PunctType=Semi": {POS: PUNCT}, + "Punc|schuinstreep___": {POS: PUNCT}, + "Punc|uitroep__PunctType=Excl": {POS: PUNCT}, + "Punc|vraag__PunctType=Qest": {POS: PUNCT}, + "V_Adv_Art_N_Prep_Pron_N__Degree=Pos|Number=Plur|Person=2|Subcat=Tran": {POS: VERB}, + "V_Adv__Degree=Pos|Subcat=Tran": {POS: VERB}, + "V_Art_N_Num_N__Aspect=Imp|Definite=Def|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V_Art_N__Number=Sing|Subcat=Tran": {POS: VERB}, + "V_Conj_N_N__Number=Sing|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V_Conj_Pron__Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V_N_Conj_Adj_N_Prep_Art_N__Degree=Pos|Number=Sing|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V_N_N__Number=Sing|Subcat=Intr|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V_N_N__Number=Sing|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V_N_V__Aspect=Imp|Mood=Ind|Number=Sing|Subcat=Intr|Tense=Pres|VerbForm=Inf": {POS: VERB}, + "V_N__Number=Plur|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V_N|trans|imp_eigen|ev|neut__Number=Sing|Subcat=Tran": {POS: VERB}, + "V_Prep|intrans|verldw|onverv_voor__Subcat=Intr|Tense=Past|VerbForm=Part": {POS: VERB}, + "V_Pron_Adv_Adv_Pron_V__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V_Pron_Adv__Aspect=Imp|Degree=Pos|Mood=Ind|Number=Sing|Person=2|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V_Pron_V__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V_Pron__VerbType=Aux,Cop": {POS: VERB}, + "V_V|hulp|imp_intrans|inf__VerbForm=Inf|VerbType=Mod": {POS: VERB}, + "V|hulpofkopp|conj__Mood=Sub|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|conj__Mood=Sub|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|imp__Mood=Imp|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|imp__Mood=Imp|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|inf__VerbForm=Inf": {POS: VERB}, + "V|hulpofkopp|inf__VerbForm=Inf|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|inf|subst__VerbForm=Inf": {POS: VERB}, + "V|hulpofkopp|ott|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|ott|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Pres|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|ott|1|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|ott|1|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|ott|2|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|ott|2|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|ott|3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|ott|3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|ovt|1of2of3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|ovt|1of2of3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|ovt|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|hulpofkopp|ovt|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Fin|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|tegdw|vervneut__Case=Nom|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|hulpofkopp|tegdw|vervneut__Case=Nom|Tense=Pres|VerbForm=Part|VerbType=Aux,Cop": {POS: VERB}, + "V|hulpofkopp|verldw|onverv__Tense=Past|VerbForm=Part": {POS: VERB}, + "V|hulpofkopp|verldw|onverv__Tense=Past|VerbForm=Part|VerbType=Aux,Cop": {POS: VERB}, + "V|hulp|conj__Mood=Sub|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V|hulp|inf__VerbForm=Inf": {POS: VERB}, + "V|hulp|inf__VerbForm=Inf|VerbType=Mod": {POS: VERB}, + "V|hulp|ott|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulp|ott|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Pres|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V|hulp|ott|1|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulp|ott|1|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V|hulp|ott|2|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulp|ott|2|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V|hulp|ott|3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|hulp|ott|3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V|hulp|ovt|1of2of3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|hulp|ovt|1of2of3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V|hulp|ovt|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|hulp|ovt|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Fin|VerbType=Mod": {POS: VERB}, + "V|hulp|verldw|onverv__Tense=Past|VerbForm=Part": {POS: VERB}, + "V|hulp|verldw|onverv__Tense=Past|VerbForm=Part|VerbType=Mod": {POS: VERB}, + "V|intrans|conj__Mood=Sub|Subcat=Intr|VerbForm=Fin": {POS: VERB}, + "V|intrans|imp__Mood=Imp|Subcat=Intr|VerbForm=Fin": {POS: VERB}, + "V|intrans|inf__Subcat=Intr|VerbForm=Inf": {POS: VERB}, + "V|intrans|inf|subst__Subcat=Intr|VerbForm=Inf": {POS: VERB}, + "V|intrans|ott|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Subcat=Intr|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|intrans|ott|1|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Subcat=Intr|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|intrans|ott|2|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Subcat=Intr|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|intrans|ott|3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Subcat=Intr|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|intrans|ovt|1of2of3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Subcat=Intr|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|intrans|ovt|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Subcat=Intr|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|intrans|tegdw|onverv__Subcat=Intr|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|intrans|tegdw|vervmv__Number=Plur|Subcat=Intr|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|intrans|tegdw|vervneut__Case=Nom|Subcat=Intr|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|intrans|tegdw|vervvergr__Degree=Cmp|Subcat=Intr|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|intrans|verldw|onverv__Subcat=Intr|Tense=Past|VerbForm=Part": {POS: VERB}, + "V|intrans|verldw|vervmv__Number=Plur|Subcat=Intr|Tense=Past|VerbForm=Part": {POS: VERB}, + "V|intrans|verldw|vervneut__Case=Nom|Subcat=Intr|Tense=Past|VerbForm=Part": {POS: VERB}, + "V|refl|imp__Mood=Imp|Reflex=Yes|VerbForm=Fin": {POS: VERB}, + "V|refl|inf__Reflex=Yes|VerbForm=Inf": {POS: VERB}, + "V|refl|inf|subst__Reflex=Yes|VerbForm=Inf": {POS: VERB}, + "V|refl|ott|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Reflex=Yes|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|refl|ott|1|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Reflex=Yes|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|refl|ott|2|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Reflex=Yes|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|refl|ott|3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Reflex=Yes|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|refl|ovt|1of2of3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Reflex=Yes|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|refl|ovt|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Reflex=Yes|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|refl|tegdw|vervneut__Case=Nom|Reflex=Yes|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|refl|verldw|onverv__Reflex=Yes|Tense=Past|VerbForm=Part": {POS: VERB}, + "V|trans|conj__Mood=Sub|Subcat=Tran|VerbForm=Fin": {POS: VERB}, + "V|trans|imp__Mood=Imp|Subcat=Tran|VerbForm=Fin": {POS: VERB}, + "V|trans|inf__Subcat=Tran|VerbForm=Inf": {POS: VERB}, + "V|trans|inf|subst__Subcat=Tran|VerbForm=Inf": {POS: VERB}, + "V|trans|ott|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|trans|ott|1|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|trans|ott|2|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|trans|ott|3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V|trans|ovt|1of2of3|ev__Aspect=Imp|Mood=Ind|Number=Sing|Subcat=Tran|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|trans|ovt|1of2of3|mv__Aspect=Imp|Mood=Ind|Number=Plur|Subcat=Tran|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V|trans|tegdw|onverv__Subcat=Tran|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|trans|tegdw|vervneut__Case=Nom|Subcat=Tran|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V|trans|verldw|onverv__Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V|trans|verldw|vervmv__Number=Plur|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V|trans|verldw|vervneut__Case=Nom|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "V|trans|verldw|vervvergr__Degree=Cmp|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: VERB}, + "X__Aspect=Imp|Definite=Def|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Mod": {POS: X}, + "X__Aspect=Imp|Definite=Def|Mood=Ind|Number=Sing|Person=3|PronType=Ind|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Degree=Pos|Mood=Ind|Number=Sing|Person=2|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Degree=Pos|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Part": {POS: X}, + "X__Aspect=Imp|Degree=Pos|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Inf": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|PronType=Dem|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|PronType=Rel|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|PronType=Ind|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Subcat=Tran|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Subcat=Intr|Tense=Pres|VerbForm=Inf": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin": {POS: X}, + "X__Aspect=Imp|Mood=Ind|Person=3|PronType=Dem|Tense=Pres|VerbForm=Inf": {POS: X}, + "X__Case=Dat|Degree=Pos|Number=Sing": {POS: X}, + "X__Case=Dat|Number=Sing": {POS: X}, + "X__Case=Gen|Definite=Def|Number=Sing": {POS: X}, + "X__Case=Gen|Number=Plur|PronType=Dem": {POS: X}, + "X__Case=Gen|Number=Plur|PronType=Ind": {POS: X}, + "X__Case=Gen|Number=Sing": {POS: X}, + "X__Case=Gen|Number=Sing|Person=3|Poss=Yes|PronType=Prs|VerbForm=Inf": {POS: X}, + "X__Case=Gen|Number=Sing|PronType=Ind": {POS: X}, + "X__Case=Nom|Definite=Def|Degree=Cmp|Gender=Neut": {POS: X}, + "X__Case=Nom|Definite=Def|Degree=Sup": {POS: X}, + "X__Case=Nom|Definite=Def|Degree=Sup|Gender=Neut": {POS: X}, + "X__Case=Nom|Degree=Cmp": {POS: X}, + "X__Case=Nom|Degree=Pos": {POS: X}, + "X__Case=Nom|Degree=Pos|Gender=Neut": {POS: X}, + "X__Case=Nom|Degree=Pos|Number=Plur": {POS: X}, + "X__Case=Nom|Degree=Pos|Number=Sing": {POS: X}, + "X__Case=Nom|Degree=Sup": {POS: X}, + "X__Case=Nom|Degree=Sup|Number=Sing|Person=2|Poss=Yes|PronType=Prs": {POS: X}, + "X__Case=Nom|Degree=Sup|PronType=Ind": {POS: X}, + "X__Case=Nom|Number=Sing|Tense=Past|VerbForm=Part": {POS: X}, + "X__Definite=Def": {POS: X}, + "X__Definite=Def|Degree=Cmp|Gender=Neut": {POS: X}, + "X__Definite=Def|Degree=Pos": {POS: X}, + "X__Definite=Def|Degree=Pos|Number=Sing": {POS: X}, + "X__Definite=Def|Degree=Pos|Variant=Short": {POS: X}, + "X__Definite=Def|Degree=Sup|Gender=Neut": {POS: X}, + "X__Definite=Def|Degree=Sup|Gender=Neut|Number=Sing": {POS: X}, + "X__Definite=Def|Degree=Sup|Gender=Neut|PronType=Ind": {POS: X}, + "X__Definite=Def|Gender=Neut": {POS: X}, + "X__Definite=Def|Gender=Neut|Number=Plur|Person=3": {POS: X}, + "X__Definite=Def|Gender=Neut|Number=Sing": {POS: X}, + "X__Definite=Def|Number=Plur": {POS: X}, + "X__Definite=Def|Number=Sing": {POS: X}, + "X__Definite=Def|Number=Sing|Person=1": {POS: X}, + "X__Definite=Def|Number=Sing|Tense=Past|VerbForm=Part": {POS: X}, + "X__Definite=Def|Number=Sing|Tense=Pres|VerbForm=Part": {POS: X}, + "X__Degree=Cmp": {POS: X}, + "X__Degree=Cmp|Gender=Neut": {POS: X}, + "X__Degree=Cmp|Number=Sing|Person=3": {POS: X}, + "X__Degree=Cmp|PronType=Ind": {POS: X}, + "X__Degree=Cmp|Variant=Short": {POS: X}, + "X__Degree=Pos": {POS: X}, + "X__Degree=Pos|Gender=Neut|Number=Sing": {POS: X}, + "X__Degree=Pos|Mood=Imp|Variant=Short|VerbForm=Fin": {POS: X}, + "X__Degree=Pos|Mood=Sub|VerbForm=Fin": {POS: X}, + "X__Degree=Pos|Number=Plur": {POS: X}, + "X__Degree=Pos|Number=Plur|Person=2|Subcat=Tran": {POS: X}, + "X__Degree=Pos|Number=Plur|Variant=Short": {POS: X}, + "X__Degree=Pos|Number=Sing": {POS: X}, + "X__Degree=Pos|Number=Sing|Person=1|Poss=Yes|PronType=Prs": {POS: X}, + "X__Degree=Pos|Number=Sing|Person=2": {POS: X}, + "X__Degree=Pos|Number=Sing|Person=3": {POS: X}, + "X__Degree=Pos|Number=Sing|PronType=Ind": {POS: X}, + "X__Degree=Pos|Number=Sing|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: X}, + "X__Degree=Pos|Number=Sing|Tense=Past|VerbForm=Part": {POS: X}, + "X__Degree=Pos|Number=Sing|Variant=Short": {POS: X}, + "X__Degree=Pos|PronType=Dem": {POS: X}, + "X__Degree=Pos|Subcat=Tran": {POS: X}, + "X__Degree=Pos|Variant=Short": {POS: X}, + "X__Degree=Pos|Variant=Short|VerbForm=Inf": {POS: X}, + "X__Degree=Pos|VerbForm=Inf": {POS: X}, + "X__Gender=Com|Number=Sing": {POS: X}, + "X__Gender=Neut": {POS: X}, + "X__Gender=Neut|Number=Sing": {POS: X}, + "X__Gender=Neut|VerbForm=Inf": {POS: X}, + "X__Mood=Sub|Number=Sing|VerbForm=Fin": {POS: X}, + "X__Mood=Sub|VerbForm=Fin": {POS: X}, + "X__Number=Plur": {POS: X}, + "X__Number=Plur,Sing|Person=3": {POS: X}, + "X__Number=Plur|Person=1|Poss=Yes|PronType=Prs|VerbForm=Inf": {POS: X}, + "X__Number=Plur|PronType=Ind": {POS: X}, + "X__Number=Plur|PronType=Int": {POS: X}, + "X__Number=Plur|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: X}, + "X__Number=Plur|Tense=Past|VerbForm=Part": {POS: X}, + "X__Number=Sing": {POS: X}, + "X__Number=Sing|Person=3": {POS: X}, + "X__Number=Sing|PronType=Dem": {POS: X}, + "X__Number=Sing|PronType=Ind": {POS: X}, + "X__Number=Sing|PronType=Int": {POS: X}, + "X__Number=Sing|PronType=Rel": {POS: X}, + "X__Number=Sing|Subcat=Intr|Tense=Pres|VerbForm=Part": {POS: X}, + "X__Number=Sing|Subcat=Tran": {POS: X}, + "X__Number=Sing|Subcat=Tran|Tense=Past|VerbForm=Part": {POS: X}, + "X__Number=Sing|Tense=Past|VerbForm=Part": {POS: X}, + "X__Number=Sing|Tense=Pres|VerbForm=Part": {POS: X}, + "X__Person=3|PronType=Prs|Reflex=Yes": {POS: X}, + "X__PronType=Dem": {POS: X}, + "X__PronType=Ind": {POS: X}, + "X__PronType=Int": {POS: X}, + "X__PronType=Rel": {POS: X}, + "X__Subcat=Intr|Tense=Past|VerbForm=Part": {POS: X}, + "X__Subcat=Tran|Tense=Past|VerbForm=Part": {POS: X}, + "X__VerbForm=Inf": {POS: X}, + "X__VerbForm=Inf|VerbType=Mod": {POS: X}, + "X__VerbType=Aux,Cop": {POS: X}, + "X___": {POS: X}, + "_SP": {POS: SPACE} } From e7d0641125f7e1a0fa7b33205efa4791ea614fe1 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 18:16:16 +0100 Subject: [PATCH 15/25] Update POS row mixins --- website/_includes/_mixins.jade | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/website/_includes/_mixins.jade b/website/_includes/_mixins.jade index 352f59e19..8c192184a 100644 --- a/website/_includes/_mixins.jade +++ b/website/_includes/_mixins.jade @@ -534,14 +534,21 @@ mixin fn(id, bib_id, tooltip) mixin pos-row(tag, pos, morph, desc) +row - +cell #[code=tag] + +cell #[code(class=(tag.length > 10) ? "u-break u-break--all" : null)=tag] +cell #[code=pos] +cell - each m in morph.split(" ") + - var morphs = morph.includes("|") ? morph.split("|") : morph.split(" ") + for m in morphs if m | #[code=m] +cell.u-text-small=desc +mixin univ-pos-row(tag, desc, example) + +row + +cell #[code=tag] + +cell.u-text-small=desc + +cell.u-text-small + em=example mixin dep-row(label, desc) +row From 4810be4b44fb439e38fbdf8eb6df3b353613c7ca Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 18:16:34 +0100 Subject: [PATCH 16/25] Update POS scheme docs and add links for other schemes --- website/api/_annotation/_pos-tags.jade | 45 ++++++++++++++++++++++++-- 1 file changed, 43 insertions(+), 2 deletions(-) diff --git a/website/api/_annotation/_pos-tags.jade b/website/api/_annotation/_pos-tags.jade index ad878633f..ca5166417 100644 --- a/website/api/_annotation/_pos-tags.jade +++ b/website/api/_annotation/_pos-tags.jade @@ -6,7 +6,38 @@ p | is specific to the training corpus and can be defined in the respective | language data's #[+a("/usage/adding-languages#tag-map") #[code tag_map.py]]. -+accordion("English", "pos-tagging-english") ++accordion("Universal part-of-speech tags") + p + | spaCy also maps all language-specific part-of-speech tags to a small, + | fixed set of word type tags following the + | #[+a("http://universaldependencies.org/u/pos/") Universal Dependencies scheme]. + | The universal tags don't code for any morphological features and only + | cover the word type. They're available as the + | #[+api("token#attributes") #[code Token.pos]] and + | #[+api("token#attributes") #[code Token.pos_]] attributes. + + +table(["POS", "Description", "Examples"]) + +univ-pos-row("ADJ", "adjective", "big, old, green, incomprehensible, first") + +univ-pos-row("ADP", "adposition", "in, to, during") + +univ-pos-row("ADV", "adverb", "very, tomorrow, down, where, there") + +univ-pos-row("AUX", "auxiliary", "is, has (done), will (do), should (do)") + +univ-pos-row("CONJ", "conjunction", "and, or, but") + +univ-pos-row("CCONJ", "coordinating conjunction", "and, or, but") + +univ-pos-row("DET", "determiner", "a, an, the") + +univ-pos-row("INTJ", "interjection", "psst, ouch, bravo, hello") + +univ-pos-row("NOUN", "noun", "girl, cat, tree, air, beauty") + +univ-pos-row("NUM", "numeral", "1, 2017, one, seventy-seven, IV, MMXIV") + +univ-pos-row("PART", "particle", "'s, not, ") + +univ-pos-row("PRON", "pronoun", "I, you, he, she, myself, themselves, somebody") + +univ-pos-row("PROPN", "proper noun", "Mary, John, Londin, NATO, HBO") + +univ-pos-row("PUNCT", "punctuation", "., (, ), ?") + +univ-pos-row("SCONJ", "subordinating conjunction", "if, while, that") + +univ-pos-row("SYM", "symbol", "$, %, §, ©, +, −, ×, ÷, =, :), 😝") + +univ-pos-row("VERB", "verb", "run, runs, running, eat, ate, eating") + +univ-pos-row("X", "other", "sfpksdpsxmsa") + +univ-pos-row("SPACE", "space", "") + ++accordion("English", "pos-en") p | The English part-of-speech tagger uses the | #[+a("https://catalog.ldc.upenn.edu/LDC2013T19") OntoNotes 5] version of @@ -71,7 +102,7 @@ p +pos-row("WRB", "ADV", "PronType=int|rel", "wh-adverb") +pos-row("XX", "X", "", "unknown") -+accordion("German", "pos-tagging-german") ++accordion("German", "pos-de") p | The German part-of-speech tagger uses the | #[+a("http://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/TIGERCorpus/annotation/index.html") TIGER Treebank] @@ -136,3 +167,13 @@ p +pos-row("VVPP", "VERB", "Aspect=perf VerbForm=part", "perfect participle, full") +pos-row("XY", "X", "", "non-word containing non-letter") +pos-row("SP", "SPACE", "", "space") + +for _, lang in MODELS + - var exclude = ["en", "de", "xx"] + if !exclude.includes(lang) + - var lang_name = LANGUAGES[lang] + - var file_path = "lang/" + lang + "/tag_map.py" + +accordion(lang_name, "pos-" + lang) + p + | For more details on the #{lang_name} tag map, see + | #[+src(gh("spacy", "spacy/" + file_path)) #[code=file_path]]. From 3fa8900a6bf01cc59b4fd5d0acf80fd9cc428cc4 Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 18:21:49 +0100 Subject: [PATCH 17/25] Don't include tag and label schemes in usage guide --- website/usage/_linguistic-features/_dependency-parse.jade | 6 ++++-- website/usage/_linguistic-features/_pos-tagging.jade | 7 ++++--- 2 files changed, 8 insertions(+), 5 deletions(-) diff --git a/website/usage/_linguistic-features/_dependency-parse.jade b/website/usage/_linguistic-features/_dependency-parse.jade index c26d18095..b86ce5d0f 100644 --- a/website/usage/_linguistic-features/_dependency-parse.jade +++ b/website/usage/_linguistic-features/_dependency-parse.jade @@ -181,9 +181,11 @@ p +annotation-row(["their", "ADJ", "poss", "requests"], style) +annotation-row(["requests", "NOUN", "dobj", "submit"], style) -+h(3, "dep-scheme") Dependency label scheme ++infobox("Dependency label scheme", "📖") + | For a list of the syntactic dependency labels assigned by spaCy's models + | across different languages, see the + | #[+a("/api/annotation#pos-tagging") dependency label scheme documentation]. -include ../../api/_annotation/_dep-labels +h(3, "displacy") Visualizing dependencies diff --git a/website/usage/_linguistic-features/_pos-tagging.jade b/website/usage/_linguistic-features/_pos-tagging.jade index 2639b0224..b49a399fd 100644 --- a/website/usage/_linguistic-features/_pos-tagging.jade +++ b/website/usage/_linguistic-features/_pos-tagging.jade @@ -68,6 +68,7 @@ p | list-based exception files, acquired from | #[+a("https://wordnet.princeton.edu/") WordNet]. -+h(3, "pos-scheme") Part-of-speech tag scheme - -include ../../api/_annotation/_pos-tags ++infobox("Part-of-speech tag scheme", "📖") + | For a list of the fine-grained and coarse-grained part-of-speech tags + | assigned by spaCy's models across different languages, see the + | #[+a("/api/annotation#pos-tagging") POS tag scheme documentation]. From 6b2d6e49376be0178396598853c24e1578b4c70a Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 18:31:00 +0100 Subject: [PATCH 18/25] Fix Portuguese tag map --- spacy/lang/pt/tag_map.py | 10070 +++++++++++++++++++------------------ 1 file changed, 5037 insertions(+), 5033 deletions(-) diff --git a/spacy/lang/pt/tag_map.py b/spacy/lang/pt/tag_map.py index 7467dbda0..bd0afdfbb 100644 --- a/spacy/lang/pt/tag_map.py +++ b/spacy/lang/pt/tag_map.py @@ -1,5039 +1,5043 @@ # coding: utf8 from __future__ import unicode_literals +from ...symbols import POS, PUNCT, SYM, ADJ, NUM, DET, ADV, ADP, X, VERB, CCONJ +from ...symbols import NOUN, PROPN, PART, INTJ, SPACE, PRON, SCONJ, AUX, CONJ + TAG_MAP = { - "<-sam>||DET|F|P|@P<": {"pos": "PRON"}, - "<-sam>||DET|M|P|@P<": {"pos": "PRON"}, - "<-sam>||ART|@>A": {"pos": "DET"}, - "<-sam>||ART|@>N": {"pos": "DET"}, - "<-sam>||ART|F|P|@>N": {"pos": "DET"}, - "<-sam>||ART|F|S|@>N": {"pos": "DET"}, - "<-sam>||ART|F|S|@P<": {"pos": "DET"}, - "<-sam>||ART|M|P|@>A": {"pos": "DET"}, - "<-sam>||ART|M|P|@>N": {"pos": "DET"}, - "<-sam>||ART|M|S|@||ART|M|S|@>A": {"pos": "DET"}, - "<-sam>||ART|M|S|@>N": {"pos": "DET"}, - "<-sam>||ART|M|S|@N<": {"pos": "DET"}, - "<-sam>||ART|M|S|@P<": {"pos": "DET"}, - "<-sam>||DET|F|P|@>N": {"pos": "DET"}, - "<-sam>||DET|F|S|@>N": {"pos": "DET"}, - "<-sam>||DET|M|P|@>N": {"pos": "DET"}, - "<-sam>||DET|M|S/P|@>N": {"pos": "DET"}, - "<-sam>||DET|M|S|@>N": {"pos": "DET"}, - "<-sam>||DET|M|S|@P<": {"pos": "PRON"}, - "<-sam>||ART|F|S|@>N": {"pos": "DET"}, - "<-sam>||ART|M|S|@>N": {"pos": "DET"}, - "<-sam>||DET|F|S|@>N": {"pos": "DET"}, - "<-sam>||DET|M|S|@>N": {"pos": "DET"}, - "<-sam>||NUM|M|S|@P<": {"pos": "NUM"}, - "<-sam>|||DET|M|S|@P<": {"pos": "PRON"}, - "<-sam>||DET|F|P|@>N": {"pos": "DET"}, - "<-sam>||DET|F|P|@P<": {"pos": "PRON"}, - "<-sam>||DET|F|S|@>N": {"pos": "DET"}, - "<-sam>||DET|F|S|@P<": {"pos": "PRON"}, - "<-sam>||DET|F|S|@SUBJ>": {"pos": "PRON"}, - "<-sam>||DET|M|P|@>N": {"pos": "DET"}, - "<-sam>||DET|M|P|@P<": {"pos": "PRON"}, - "<-sam>||DET|M|S|@>N": {"pos": "DET"}, - "<-sam>||DET|M|S|@P<": {"pos": "PRON"}, - "<-sam>||INDP|M|S|@P<": {"pos": "PRON"}, - "<-sam>||DET|F|P|@>N": {"pos": "DET"}, - "<-sam>||DET|F|P|@P<": {"pos": "PRON"}, - "<-sam>||DET|F|S|@>N": {"pos": "DET"}, - "<-sam>||DET|M|P|@>N": {"pos": "DET"}, - "<-sam>||DET|M|S|@>N": {"pos": "DET"}, - "<-sam>||DET|M|S|@P<": {"pos": "PRON"}, - "<-sam>||DET|F|P|@>N": {"pos": "DET"}, - "<-sam>||DET|F|P|@P<": {"pos": "PRON"}, - "<-sam>||DET|M|P|@>N": {"pos": "DET"}, - "<-sam>||PERS|F|3S|PIV|@P<": {"pos": "PRON"}, - "<-sam>||PERS|M|3S|PIV|@P<": {"pos": "PRON"}, - "<-sam>||INDP|M|P|@SUBJ>": {"pos": "PRON"}, - "<-sam>||INDP|M|S|@P<": {"pos": "PRON"}, - "<-sam>|ADV|@ADVL>": {"pos": "ADV"}, - "<-sam>|ADV|@P<": {"pos": "ADV"}, - "<-sam>|ART|@>N": {"pos": "DET"}, - "<-sam>|ART|F|P|@>N": {"pos": "DET"}, - "<-sam>|ART|F|S|@>N": {"pos": "DET"}, - "<-sam>|ART|M|P|@>N": {"pos": "DET"}, - "<-sam>|ART|M|S|@>N": {"pos": "DET"}, - "<-sam>|DET|@>N": {"pos": "DET"}, - "<-sam>|DET|F|P|@P<": {"pos": "PRON"}, - "<-sam>|DET|F|S|@>N": {"pos": "DET"}, - "<-sam>|DET|F|S|@P<": {"pos": "PRON"}, - "<-sam>|DET|M|P|@P<": {"pos": "PRON"}, - "<-sam>|DET|M|S|@>A": {"pos": "DET"}, - "<-sam>|DET|M|S|@>N": {"pos": "DET"}, - "<-sam>|DET|M|S|@P<": {"pos": "PRON"}, - "<-sam>|INDP|M|S|@P<": {"pos": "PRON"}, - "<-sam>|INDP|M|S|@SUBJ>": {"pos": "PRON"}, - "<-sam>|PERS|F|1P|PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|F|1S|PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|F|3P|NOM/PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|F|3P|NOM|@P<": {"pos": "PRON"}, - "<-sam>|PERS|F|3P|PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|F|3S|ACC|@ACC>": {"pos": "PRON"}, - "<-sam>|PERS|F|3S|NOM/PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|F|3S|NOM|@SUBJ>": {"pos": "PRON"}, - "<-sam>|PERS|F|3S|PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|M/F|2P|PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|M|3P|NOM/PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|M|3P|NOM|@P<": {"pos": "PRON"}, - "<-sam>|PERS|M|3P|PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|M|3S|ACC|@NPHR": {"pos": "PRON"}, - "<-sam>|PERS|M|3S|NOM/PIV|@P<": {"pos": "PRON"}, - "<-sam>|PERS|M|3S|NOM|@P<": {"pos": "PRON"}, - "<-sam>|PERS|M|3S|NOM|@SUBJ>": {"pos": "PRON"}, - "<-sam>|PERS|M|3S|PIV|@P<": {"pos": "PRON"}, - "<-sam>|PRP|@N<": {"pos": "ADP"}, - "|ADJ|F|P|@|ADJ|F|P|@|ADJ|F|P|@>N": {"pos": "ADJ"}, - "|ADJ|F|P|@N<": {"pos": "ADJ"}, - "|ADJ|F|P|@P<": {"pos": "ADJ"}, - "|ADJ|F|S|@|ADJ|F|S|@|ADJ|F|S|@>N": {"pos": "ADJ"}, - "|ADJ|F|S|@N<": {"pos": "ADJ"}, - "|ADJ|F|S|@N|ADJ|F|S|@P<": {"pos": "ADJ"}, - "|ADJ|F|S|@SC>": {"pos": "ADJ"}, - "|ADJ|M/F|S|@|ADJ|M|P|@|ADJ|M|P|@>N": {"pos": "ADJ"}, - "|ADJ|M|P|@ADVL>": {"pos": "ADJ"}, - "|ADJ|M|P|@N<": {"pos": "ADJ"}, - "|ADJ|M|S|@|ADJ|M|S|@|ADJ|M|S|@|ADJ|M|S|@>A": {"pos": "ADJ"}, - "|ADJ|M|S|@>N": {"pos": "ADJ"}, - "|ADJ|M|S|@ADVL>": {"pos": "ADJ"}, - "|ADJ|M|S|@AS<": {"pos": "ADJ"}, - "|ADJ|M|S|@N<": {"pos": "ADJ"}, - "|ADJ|M|S|@P<": {"pos": "ADJ"}, - "|ADJ|M|S|@SC>": {"pos": "ADJ"}, - "||PRP|@||ADJ|M|P|@N<": {"pos": "ADJ"}, - "||DET|F|S|@P<": {"pos": "PRON"}, - "||DET|M|P|@P<": {"pos": "PRON"}, - "||N|F|S|@SUBJ>": {"pos": "NOUN"}, - "|||ADJ|F|S|@P<": {"pos": "ADJ"}, - "||N|M|P|@||N|F|P|@|ADV|@ICL-N<": {"pos": "ADV"}, - "|ADV|@N|ADV|@|ADV|@|ADV|@>A": {"pos": "ADV"}, - "|ADV|@ADVL>": {"pos": "ADV"}, - "|ADV|@P<": {"pos": "ADV"}, - "||ADJ|F|P|@||ADJ|F|P|@>N": {"pos": "ADJ"}, - "||ADJ|F|P|@N<": {"pos": "ADJ"}, - "||ADJ|F|S|@||ADJ|F|S|@>N": {"pos": "ADJ"}, - "||ADJ|F|S|@N<": {"pos": "ADJ"}, - "||ADJ|F|S|@N||ADJ|F|S|@SC>": {"pos": "ADJ"}, - "||ADJ|M/F|S|@||ADJ|M/F|S|@||ADJ|M|P|@||ADJ|M|P|@||ADJ|M|P|@>N": {"pos": "ADJ"}, - "||ADJ|M|P|@N<": {"pos": "ADJ"}, - "||ADJ|M|P|@N||ADJ|M|P|@P<": {"pos": "ADJ"}, - "||ADJ|M|S|@||ADJ|M|S|@||ADJ|M|S|@||ADJ|M|S|@>N": {"pos": "ADJ"}, - "||ADJ|M|S|@N<": {"pos": "ADJ"}, - "||ADJ|M|S|@N||ADJ|M|S|@P<": {"pos": "ADJ"}, - "||ADJ|M|S|@PRED>": {"pos": "ADJ"}, - "||ADJ|M|S|@SC>": {"pos": "ADJ"}, - "||ADV|@||ADV|@>N": {"pos": 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"|V|PR|3P|IND|@FS-SUBJ>": {POS: AUX}, + "|V|PR|3P|IND|@FS-UTT": {POS: AUX}, + "|V|PR|3P|SUBJ|@FS-|V|PR|3P|SUBJ|@FS-|V|PR|3P|SUBJ|@FS-|V|PR|3P|SUBJ|@FS-ADVL>": {POS: AUX}, + "|V|PR|3P|SUBJ|@FS-N<": {POS: AUX}, + "|V|PR|3P|SUBJ|@FS-N|V|PR|3P|SUBJ|@FS-P<": {POS: AUX}, + "|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-A<": {POS: AUX}, + "|V|PR|3S|IND|@FS-ACC>": {POS: AUX}, + "|V|PR|3S|IND|@FS-ADVL>": {POS: AUX}, + "|V|PR|3S|IND|@FS-APP": {POS: AUX}, + "|V|PR|3S|IND|@FS-EXC": {POS: AUX}, + "|V|PR|3S|IND|@FS-KOMP<": {POS: AUX}, + "|V|PR|3S|IND|@FS-N<": {POS: AUX}, + "|V|PR|3S|IND|@FS-N|V|PR|3S|IND|@FS-P<": {POS: AUX}, + "|V|PR|3S|IND|@FS-QUE": {POS: AUX}, + "|V|PR|3S|IND|@FS-S<": {POS: AUX}, + "|V|PR|3S|IND|@FS-STA": {POS: AUX}, + "|V|PR|3S|IND|@FS-SUBJ>": {POS: AUX}, + "|V|PR|3S|IND|@FS-UTT": {POS: AUX}, + "|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-A<": {POS: AUX}, + "|V|PR|3S|SUBJ|@FS-ACC>": {POS: AUX}, + "|V|PR|3S|SUBJ|@FS-ADVL>": {POS: AUX}, + "|V|PR|3S|SUBJ|@FS-N<": {POS: AUX}, + "|V|PR|3S|SUBJ|@FS-P<": {POS: AUX}, + "|V|PR|3S|SUBJ|@FS-STA": {POS: AUX}, + "|V|PR|3S|SUBJ|@FS-SUBJ>": {POS: AUX}, + "|V|PS/MQP|3P|IND|@FS-|V|PS/MQP|3P|IND|@FS-|V|PS/MQP|3P|IND|@FS-ACC>": {POS: AUX}, + "|V|PS/MQP|3P|IND|@FS-N<": {POS: AUX}, + "|V|PS/MQP|3P|IND|@FS-N|V|PS/MQP|3P|IND|@FS-STA": {POS: AUX}, + "|V|PS|1P|IND|@FS-STA": {POS: AUX}, + "|V|PS|1S|IND|@FS-|V|PS|1S|IND|@FS-ADVL>": {POS: AUX}, + "|V|PS|1S|IND|@FS-STA": {POS: AUX}, + "|V|PS|3P|IND|@FS-|V|PS|3P|IND|@FS-|V|PS|3P|IND|@FS-ACC>": {POS: AUX}, + "|V|PS|3P|IND|@FS-ADVL>": {POS: AUX}, + "|V|PS|3P|IND|@FS-N<": {POS: AUX}, + "|V|PS|3P|IND|@FS-N|V|PS|3P|IND|@FS-STA": {POS: AUX}, + "|V|PS|3S|IND|@FS-|V|PS|3S|IND|@FS-|V|PS|3S|IND|@FS-A<": {POS: AUX}, + "|V|PS|3S|IND|@FS-ACC>": {POS: AUX}, + "|V|PS|3S|IND|@FS-ADVL>": {POS: AUX}, + "|V|PS|3S|IND|@FS-EXC": {POS: AUX}, + "|V|PS|3S|IND|@FS-KOMP<": {POS: AUX}, + "|V|PS|3S|IND|@FS-N<": {POS: AUX}, + 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"||V|PS|1P|@FS-||V|IMP|2S|@FS-N|||V|INF|@ICL-||||V|PR|3P|SUBJ|@FS-STA": {POS: VERB}, + "|||V|COND|3S|@FS-STA": {POS: VERB}, + "|||V|FUT|3S|IND|@FS-APP": {POS: VERB}, + "|||V|FUT|3S|IND|@FS-STA": {POS: VERB}, + "|||V|GER|@ICL-|||V|GER|@ICL-|||V|GER|@ICL-ADVL>": {POS: VERB}, + "|||V|GER|@ICL-AUX<": {POS: VERB}, + "|||V|GER|@ICL-P<": {POS: VERB}, + "|||V|IMPF|3P|IND|@FS-STA": {POS: VERB}, + "|||V|IMPF|3S|IND|@FS-|||V|IMPF|3S|IND|@FS-STA": {POS: VERB}, + "|||V|INF|3P|@ICL-|||V|INF|3P|@ICL-P<": {POS: VERB}, + "|||V|INF|3S|@ICL-|||V|INF|3S|@ICL-P<": {POS: VERB}, + "|||V|INF|@ICL-|||V|INF|@ICL-|||V|INF|@ICL-|||V|INF|@ICL-AUX<": {POS: VERB}, + "|||V|INF|@ICL-P<": {POS: VERB}, + "|||V|INF|@ICL-SUBJ>": {POS: VERB}, + "|||V|MQP|1/3S|IND|@FS-STA": {POS: VERB}, + "|||V|MQP|3S|IND|@FS-STA": {POS: VERB}, + "|||V|PR|1/3S|SUBJ|@FS-STA": {POS: VERB}, + "|||V|PR|3P|IND|@FS-|||V|PR|3P|IND|@FS-STA": {POS: VERB}, + "|||V|PR|3S|IND|@FS-|||V|PR|3S|IND|@FS-|||V|PR|3S|IND|@FS-ACC>": {POS: VERB}, + "|||V|PR|3S|IND|@FS-QUE": {POS: VERB}, + "|||V|PR|3S|IND|@FS-STA": {POS: VERB}, + "|||V|PR|3S|SUBJ|@FS-STA": {POS: VERB}, + "|||V|PS|3P|IND|@FS-STA": {POS: VERB}, + "|||V|PS|3S|IND|@FS-|||V|PS|3S|IND|@FS-|||V|PS|3S|IND|@FS-STA": {POS: VERB}, + "||V|COND|1S|@FS-STA": {POS: VERB}, + "||V|COND|3S|@FS-STA": {POS: VERB}, + "||V|FUT|3S|IND|@FS-STA": {POS: VERB}, + "||V|GER|@ICL-||V|GER|@ICL-||V|GER|@ICL-ADVL>": {POS: VERB}, + "||V|GER|@ICL-AUX<": {POS: VERB}, + "||V|GER|@ICL-UTT": {POS: AUX}, + "||V|IMPF|3P|IND|@FS-||V|IMPF|3P|IND|@FS-STA": {POS: VERB}, + "||V|IMPF|3S|IND|@FS-STA": {POS: VERB}, + "||V|INF|3P|@ICL-||V|INF|@ICL-||V|INF|@ICL-||V|INF|@ICL-||V|INF|@ICL-||V|INF|@ICL-AUX<": {POS: VERB}, + "||V|INF|@ICL-P<": {POS: VERB}, + "||V|PR|1/3S|SUBJ|@FS-STA": {POS: VERB}, + "||V|PR|1P|IND|@FS-||V|PR|1S|IND|@FS-STA": {POS: VERB}, + "||V|PR|3P|IND|@FS-P<": {POS: VERB}, + "||V|PR|3P|IND|@FS-STA": {POS: VERB}, + "||V|PR|3P|SUBJ|@FS-STA": {POS: VERB}, + "||V|PR|3S|IND|@FS-||V|PR|3S|IND|@FS-||V|PR|3S|IND|@FS-||V|PR|3S|IND|@FS-ACC>": {POS: VERB}, + "||V|PR|3S|IND|@FS-ADVL>": {POS: VERB}, + "||V|PR|3S|IND|@FS-N<": {POS: VERB}, + "||V|PR|3S|IND|@FS-P<": {POS: VERB}, + "||V|PR|3S|IND|@FS-STA": {POS: VERB}, + "||V|PR|3S|IND|@ICL-AUX<": {POS: VERB}, + "||V|PR|3S|SUBJ|@FS-||V|PR|3S|SUBJ|@FS-ADVL>": {POS: AUX}, + "||V|PR|3S|SUBJ|@FS-N||V|PR|3S|SUBJ|@FS-STA": {POS: VERB}, + "||V|PS/MQP|3P|IND|@FS-STA": {POS: VERB}, + "||V|PS|1S|IND|@FS-ACC>": {POS: VERB}, + "||V|PS|3P|IND|@FS-STA": {POS: VERB}, + "||V|PS|3S|IND|@FS-ACC>": {POS: VERB}, + "||V|PS|3S|IND|@FS-STA": {POS: VERB}, + "||V|PCP|@ICL-AUX<": {POS: VERB}, + "||V|PCP|M|S|@ICL-AUX<": {POS: VERB}, + "||V|PCP|@ICL-AUX<": {POS: VERB}, + "|||V|PCP|M|P|@ICL-P<": {POS: VERB}, + "||V|INF|3S|@ICL-||V|INF|@ICL-P<": {POS: VERB}, + "||V|INF|@ICL-SUBJ>": {POS: VERB}, + "||V|INF|M|S|@ICL-UTT": {POS: VERB}, + "||V|PCP|F|P|@ICL-||V|PCP|F|P|@ICL-N<": {POS: VERB}, + "||V|PCP|F|P|@ICL-P<": {POS: VERB}, + "||V|PCP|F|P|@ICL-SUBJ>": {POS: VERB}, + "||V|PCP|F|S|@ICL-||V|PCP|F|S|@ICL-||V|PCP|F|S|@ICL-||V|PCP|F|S|@ICL-APP": {POS: VERB}, + "||V|PCP|F|S|@ICL-N<": {POS: VERB}, + "||V|PCP|F|S|@ICL-P<": {POS: VERB}, + "||V|PCP|F|S|@ICL-SUBJ>": {POS: VERB}, + "||V|PCP|F|S|@ICL-UTT": {POS: VERB}, + "||V|PCP|M|P|@ICL-||V|PCP|M|P|@ICL-||V|PCP|M|P|@ICL-||V|PCP|M|P|@ICL-N<": {POS: VERB}, + "||V|PCP|M|P|@ICL-P<": {POS: VERB}, + "||V|PCP|M|P|@ICL-SUBJ>": {POS: VERB}, + "||V|PCP|M|P|@ICL-UTT": {POS: VERB}, + "||V|PCP|M|S|@ICL-||V|PCP|M|S|@ICL-||V|PCP|M|S|@ICL-ADVL>": {POS: VERB}, + "||V|PCP|M|S|@ICL-N<": {POS: VERB}, + "||V|PCP|M|S|@ICL-P<": {POS: VERB}, + "||V|PCP|M|S|@ICL-PRED>": {POS: VERB}, + "||V|PCP|M|S|@ICL-SUBJ>": {POS: VERB}, + "||V|PR|3S|IND|@FS-||V|INF|@ICL-||V|PS|3S|IND|@FS-STA": {POS: VERB}, + "||N|M|S|@N<": {POS: NOUN}, + "||V|INF|@ICL-|||V|PCP|F|P|@ICL-AUX<": {POS: VERB}, + "|||V|PCP|M|S|@ICL-AUX<": {POS: VERB}, + "||V|PCP|F|P|@ICL-AUX<": {POS: VERB}, + "||V|PCP|F|S|@ICL-AUX<": {POS: VERB}, + "||V|PCP|M|P|@ICL-AUX<": {POS: VERB}, + "||V|PCP|M|S|@ICL-AUX<": {POS: VERB}, + "||V|PCP|@ICL-AUX<": {POS: VERB}, + "||V|PCP|F|S|@ICL-AUX<": {POS: VERB}, + "||V|PCP|@ICL-AUX<": {POS: VERB}, + "||V|PCP|F|S|@ICL-||V|PCP|M|P|@ICL-STA": {POS: VERB}, + "|||V|PCP|@ICL-AUX<": {POS: VERB}, + "|||V|PCP|M|S|@ICL-AUX<": {POS: VERB}, + "|||V|PCP|@ICL-AUX<": {POS: VERB}, + "||V|COND|3P|@FS-||V|COND|3S|@FS-||V|COND|3S|@FS-N<": {POS: VERB}, + "||V|COND|3S|@FS-P<": {POS: VERB}, + "||V|FUT|3P|IND|@FS-N||V|FUT|3P|IND|@FS-UTT": {POS: VERB}, + "||V|FUT|3P|SUBJ|@FS-||V|FUT|3P|SUBJ|@FS-ADVL>": {POS: VERB}, + "||V|FUT|3S|IND|@FS-||V|FUT|3S|IND|@FS-APP": {POS: VERB}, + "||V|FUT|3S|IND|@FS-N<": {POS: VERB}, + "||V|FUT|3S|IND|@FS-QUE": {POS: VERB}, + "||V|FUT|3S|IND|@FS-STA": {POS: VERB}, + "||V|FUT|3S|SUBJ|@FS-ADVL>": {POS: VERB}, + "||V|FUT|3S|SUBJ|@FS-P<": {POS: VERB}, + "||V|FUT|3S|SUBJ|@FS-SUBJ>": {POS: VERB}, + "||V|GER|@ICL-||V|GER|@ICL-AUX<": {POS: VERB}, + "||V|IMPF|3P|IND|@FS-||V|IMPF|3P|IND|@FS-KOMP<": {POS: VERB}, + "||V|IMPF|3P|IND|@FS-N<": {POS: VERB}, + "||V|IMPF|3P|IND|@FS-N||V|IMPF|3P|IND|@FS-STA": {POS: VERB}, + "||V|IMPF|3P|SUBJ|@FS-||V|IMPF|3P|SUBJ|@FS-N<": {POS: VERB}, + "||V|IMPF|3S|IND|@FS-||V|IMPF|3S|IND|@FS-||V|IMPF|3S|IND|@FS-N<": {POS: VERB}, + "||V|IMPF|3S|IND|@FS-N||V|IMPF|3S|IND|@FS-P<": {POS: VERB}, + "||V|IMPF|3S|IND|@FS-STA": {POS: VERB}, + "||V|IMPF|3S|SUBJ|@FS-||V|IMPF|3S|SUBJ|@FS-||V|IMPF|3S|SUBJ|@FS-KOMP<": {POS: VERB}, + "||V|IMPF|3S|SUBJ|@FS-N<": {POS: VERB}, + "||V|IMPF|3S|SUBJ|@FS-P<": {POS: VERB}, + "||V|INF|3P|@ICL-P<": {POS: VERB}, + "||V|INF|3S|@ICL-||V|INF|3S|@ICL-AUX<": {POS: VERB}, + "||V|INF|3S|@ICL-P<": {POS: VERB}, + "||V|INF|@ICL-||V|INF|@ICL-||V|INF|@ICL-||V|INF|@ICL-AUX<": {POS: VERB}, + "||V|INF|@ICL-P<": {POS: VERB}, + "||V|MQP|3P|IND|@FS-N<": {POS: VERB}, + "||V|MQP|3S|IND|@FS-N<": {POS: VERB}, + "||V|PCP|@ICL-AUX<": {POS: VERB}, + "||V|PCP|M|S|@ICL-AUX<": {POS: VERB}, + "||V|PR|3P|IND|@FS-||V|PR|3P|IND|@FS-||V|PR|3P|IND|@FS-||V|PR|3P|IND|@FS-ADVL>": {POS: VERB}, + "||V|PR|3P|IND|@FS-N<": {POS: VERB}, + "||V|PR|3P|IND|@FS-N||V|PR|3P|IND|@FS-STA": {POS: VERB}, + "||V|PR|3P|SUBJ|@FS-||V|PR|3P|SUBJ|@FS-||V|PR|3P|SUBJ|@FS-ADVL>": {POS: VERB}, + "||V|PR|3P|SUBJ|@FS-N||V|PR|3P|SUBJ|@FS-P<": {POS: VERB}, + "||V|PR|3S|IND|@FS-||V|PR|3S|IND|@FS-||V|PR|3S|IND|@FS-||V|PR|3S|IND|@FS-A<": {POS: VERB}, + "||V|PR|3S|IND|@FS-ACC>": {POS: VERB}, + "||V|PR|3S|IND|@FS-ADVL>": {POS: VERB}, + "||V|PR|3S|IND|@FS-N<": {POS: VERB}, + "||V|PR|3S|IND|@FS-N||V|PR|3S|IND|@FS-P<": {POS: VERB}, + "||V|PR|3S|IND|@FS-QUE": {POS: VERB}, + "||V|PR|3S|IND|@FS-S<": {POS: VERB}, + "||V|PR|3S|IND|@FS-STA": {POS: VERB}, + "||V|PR|3S|SUBJ|@FS-||V|PR|3S|SUBJ|@FS-||V|PR|3S|SUBJ|@FS-ADVL>": {POS: VERB}, + "||V|PR|3S|SUBJ|@FS-P<": {POS: VERB}, + "||V|PS/MQP|3P|IND|@FS-||V|PS/MQP|3P|IND|@FS-N<": {POS: VERB}, + "||V|PS/MQP|3P|IND|@FS-N||V|PS/MQP|3P|IND|@FS-STA": {POS: VERB}, + "||V|PS|3P|IND|@FS-||V|PS|3P|IND|@FS-||V|PS|3P|IND|@FS-ACC>": {POS: VERB}, + "||V|PS|3P|IND|@FS-ADVL>": {POS: VERB}, + "||V|PS|3P|IND|@FS-N<": {POS: VERB}, + "||V|PS|3P|IND|@FS-N||V|PS|3P|IND|@FS-P<": {POS: VERB}, + "||V|PS|3P|IND|@FS-STA": {POS: VERB}, + "||V|PS|3S|IND|@FS-||V|PS|3S|IND|@FS-||V|PS|3S|IND|@FS-||V|PS|3S|IND|@FS-||V|PS|3S|IND|@FS-ADVL>": {POS: VERB}, + "||V|PS|3S|IND|@FS-N<": {POS: VERB}, + "||V|PS|3S|IND|@FS-N||V|PS|3S|IND|@FS-P<": {POS: VERB}, + "||V|PS|3S|IND|@FS-STA": {POS: VERB}, + "|V|@|V|COND|1/3S|@FS-STA": {POS: VERB}, + "|V|COND|1P|@FS-STA": {POS: VERB}, + "|V|COND|1S|@FS-|V|COND|1S|@FS-EXC": {POS: VERB}, + "|V|COND|1S|@FS-STA": {POS: VERB}, + "|V|COND|1|@FS-STA": {POS: VERB}, + "|V|COND|3P|@FS-|V|COND|3P|@FS-|V|COND|3P|@FS-N<": {POS: VERB}, + "|V|COND|3P|@FS-N|V|COND|3P|@FS-P<": {POS: VERB}, + "|V|COND|3P|@FS-STA": {POS: VERB}, + "|V|COND|3S|@FS-|V|COND|3S|@FS-|V|COND|3S|@FS-|V|COND|3S|@FS-|V|COND|3S|@FS-ACC>": {POS: VERB}, + "|V|COND|3S|@FS-ADVL": {POS: VERB}, + "|V|COND|3S|@FS-ADVL>": {POS: VERB}, + "|V|COND|3S|@FS-KOMP<": {POS: VERB}, + "|V|COND|3S|@FS-N<": {POS: VERB}, + "|V|COND|3S|@FS-N|V|COND|3S|@FS-P<": {POS: VERB}, + "|V|COND|3S|@FS-QUE": {POS: VERB}, + "|V|COND|3S|@FS-S<": {POS: VERB}, + "|V|COND|3S|@FS-STA": {POS: VERB}, + "|V|FUT|1/3S|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|FUT|1/3S|SUBJ|@FS-STA": {POS: VERB}, + "|V|FUT|1P|IND|@FS-|V|FUT|1P|IND|@FS-ACC>": {POS: VERB}, + "|V|FUT|1P|IND|@FS-STA": {POS: VERB}, + "|V|FUT|1P|SUBJ|@FS-|V|FUT|1P|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|FUT|1P|SUBJ|@FS-N<": {POS: VERB}, + "|V|FUT|1P|SUBJ|@FS-STA": {POS: VERB}, + "|V|FUT|1S|IND|@FS-|V|FUT|1S|IND|@FS-N|V|FUT|1S|IND|@FS-STA": {POS: VERB}, + "|V|FUT|1S|SUBJ|@FS-N<": {POS: VERB}, + "|V|FUT|2S|IND|@FS-STA": {POS: VERB}, + "|V|FUT|3P|IND|@FS-|V|FUT|3P|IND|@FS-|V|FUT|3P|IND|@FS-|V|FUT|3P|IND|@FS-|V|FUT|3P|IND|@FS-A<": {POS: VERB}, + "|V|FUT|3P|IND|@FS-ACC>": {POS: VERB}, + "|V|FUT|3P|IND|@FS-N<": {POS: VERB}, + "|V|FUT|3P|IND|@FS-N|V|FUT|3P|IND|@FS-QUE": {POS: VERB}, + "|V|FUT|3P|IND|@FS-STA": {POS: VERB}, + "|V|FUT|3P|SUBJ|@FS-|V|FUT|3P|SUBJ|@FS-|V|FUT|3P|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|FUT|3P|SUBJ|@FS-N<": {POS: VERB}, + "|V|FUT|3S|IND|@FS-|V|FUT|3S|IND|@FS-|V|FUT|3S|IND|@FS-|V|FUT|3S|IND|@FS-|V|FUT|3S|IND|@FS-|V|FUT|3S|IND|@FS-A<": {POS: VERB}, + "|V|FUT|3S|IND|@FS-ACC>": {POS: VERB}, + "|V|FUT|3S|IND|@FS-N<": {POS: VERB}, + "|V|FUT|3S|IND|@FS-N|V|FUT|3S|IND|@FS-P<": {POS: VERB}, + "|V|FUT|3S|IND|@FS-QUE": {POS: VERB}, + "|V|FUT|3S|IND|@FS-S<": {POS: VERB}, + "|V|FUT|3S|IND|@FS-STA": {POS: VERB}, + "|V|FUT|3S|IND|@FS-UTT": {POS: VERB}, + "|V|FUT|3S|SUBJ|@FS-|V|FUT|3S|SUBJ|@FS-|V|FUT|3S|SUBJ|@FS-|V|FUT|3S|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|FUT|3S|SUBJ|@FS-AUX<": {POS: VERB}, + "|V|FUT|3S|SUBJ|@FS-KOMP<": {POS: VERB}, + "|V|FUT|3S|SUBJ|@FS-N<": {POS: VERB}, + "|V|FUT|3S|SUBJ|@FS-N|V|FUT|3S|SUBJ|@FS-P<": {POS: VERB}, + "|V|FUT|3S|SUBJ|@FS-STA": {POS: VERB}, + "|V|FUT|3S|SUBJ|@FS-SUBJ>": {POS: VERB}, + "|V|GER|@ADVL>": {POS: AUX}, + "|V|GER|@ICL-|V|GER|@ICL-|V|GER|@ICL-|V|GER|@ICL-|V|GER|@ICL-|V|GER|@ICL-|V|GER|@ICL-ADVL>": {POS: VERB}, + "|V|GER|@ICL-AUX<": {POS: VERB}, + "|V|GER|@ICL-CO": {POS: VERB}, + "|V|GER|@ICL-N<": {POS: VERB}, + "|V|GER|@ICL-N|V|GER|@ICL-P<": {POS: VERB}, + "|V|GER|@ICL-PRED>": {POS: VERB}, + "|V|GER|@ICL-STA": {POS: VERB}, + "|V|GER|@ICL-UTT": {POS: VERB}, + "|V|GER|@P<": {POS: AUX}, + "|V|IMPF|1/3S|IND|@FS-|V|IMPF|1/3S|IND|@FS-STA": {POS: VERB}, + "|V|IMPF|1/3S|SUBJ|@FS-ADVL>": {POS: AUX}, + "|V|IMPF|1P|IND|@FS-|V|IMPF|1P|IND|@FS-|V|IMPF|1P|IND|@FS-ADVL>": {POS: VERB}, + "|V|IMPF|1P|IND|@FS-KOMP<": {POS: VERB}, + "|V|IMPF|1P|IND|@FS-N|V|IMPF|1P|IND|@FS-P<": {POS: VERB}, + "|V|IMPF|1P|IND|@FS-STA": {POS: VERB}, + "|V|IMPF|1P|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|IMPF|1P|SUBJ|@FS-STA": {POS: VERB}, + "|V|IMPF|1S|IND|@FS-|V|IMPF|1S|IND|@FS-|V|IMPF|1S|IND|@FS-|V|IMPF|1S|IND|@FS-ACC>": {POS: VERB}, + "|V|IMPF|1S|IND|@FS-ADVL>": {POS: AUX}, + "|V|IMPF|1S|IND|@FS-N<": {POS: VERB}, + "|V|IMPF|1S|IND|@FS-STA": {POS: VERB}, + "|V|IMPF|1S|SUBJ|@FS-|V|IMPF|1S|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|IMPF|1|IND|@FS-STA": {POS: VERB}, + "|V|IMPF|3P|IND|@FS-|V|IMPF|3P|IND|@FS-|V|IMPF|3P|IND|@FS-|V|IMPF|3P|IND|@FS-|V|IMPF|3P|IND|@FS-ADVL>": {POS: VERB}, + "|V|IMPF|3P|IND|@FS-N<": {POS: VERB}, + "|V|IMPF|3P|IND|@FS-N|V|IMPF|3P|IND|@FS-P<": {POS: VERB}, + "|V|IMPF|3P|IND|@FS-QUE": {POS: VERB}, + "|V|IMPF|3P|IND|@FS-S<": {POS: VERB}, + "|V|IMPF|3P|IND|@FS-STA": {POS: VERB}, + "|V|IMPF|3P|IND|@FS-SUBJ>": {POS: VERB}, + "|V|IMPF|3P|SUBJ|@FS-|V|IMPF|3P|SUBJ|@FS-|V|IMPF|3P|SUBJ|@FS-|V|IMPF|3P|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|IMPF|3P|SUBJ|@FS-N<": {POS: VERB}, + "|V|IMPF|3P|SUBJ|@FS-P<": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-|V|IMPF|3S|IND|@FS-|V|IMPF|3S|IND|@FS-|V|IMPF|3S|IND|@FS-|V|IMPF|3S|IND|@FS-A<": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-ACC>": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-ADVL>": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-EXC": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-KOMP<": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-N<": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-N|V|IMPF|3S|IND|@FS-P<": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-QUE": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-S<": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-STA": {POS: VERB}, + "|V|IMPF|3S|IND|@FS-SUBJ>": {POS: VERB}, + "|V|IMPF|3S|SUBJ|@FS-|V|IMPF|3S|SUBJ|@FS-|V|IMPF|3S|SUBJ|@FS-|V|IMPF|3S|SUBJ|@FS-|V|IMPF|3S|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|IMPF|3S|SUBJ|@FS-N<": {POS: VERB}, + "|V|IMPF|3S|SUBJ|@FS-P<": {POS: VERB}, + "|V|IMP|2S|@FS-|V|IMP|2S|@FS-CMD": {POS: VERB}, + "|V|INF|1P|@ICL-|V|INF|1P|@ICL-P<": {POS: VERB}, + "|V|INF|1S|@ICL-|V|INF|3P|@ICL-|V|INF|3P|@ICL-|V|INF|3P|@ICL-|V|INF|3P|@ICL-AUX<": {POS: VERB}, + "|V|INF|3P|@ICL-P<": {POS: VERB}, + "|V|INF|3S|@ICL-|V|INF|3S|@ICL-|V|INF|3S|@ICL-|V|INF|3S|@ICL-ADVL>": {POS: VERB}, + "|V|INF|3S|@ICL-AUX<": {POS: VERB}, + "|V|INF|3S|@ICL-P<": {POS: VERB}, + "|V|INF|3S|@ICL-STA": {POS: VERB}, + "|V|INF|3S|@ICL-SUBJ>": {POS: AUX}, + "|V|INF|@ICL-|V|INF|@ICL-|V|INF|@ICL-|V|INF|@ICL-|V|INF|@ICL-|V|INF|@ICL-|V|INF|@ICL-|V|INF|@ICL->>P": {POS: VERB}, + "|V|INF|@ICL-A<": {POS: VERB}, + "|V|INF|@ICL-ACC>": {POS: VERB}, + "|V|INF|@ICL-ADVL>": {POS: VERB}, + "|V|INF|@ICL-APP": {POS: VERB}, + "|V|INF|@ICL-AUX<": {POS: VERB}, + "|V|INF|@ICL-COM": {POS: VERB}, + "|V|INF|@ICL-KOMP<": {POS: VERB}, + "|V|INF|@ICL-N<": {POS: VERB}, + "|V|INF|@ICL-N|V|INF|@ICL-P<": {POS: VERB}, + "|V|INF|@ICL-QUE": {POS: VERB}, + "|V|INF|@ICL-STA": {POS: VERB}, + "|V|INF|@ICL-SUBJ>": {POS: VERB}, + "|V|INF|@ICL-UTT": {POS: VERB}, + "|V|MQP|3P|IND|@FS-|V|MQP|3P|IND|@FS-N<": {POS: VERB}, + "|V|MQP|3P|IND|@FS-N|V|MQP|3P|IND|@FS-QUE": {POS: VERB}, + "|V|MQP|3P|IND|@FS-STA": {POS: VERB}, + "|V|MQP|3S|IND|@FS-|V|MQP|3S|IND|@FS-|V|MQP|3S|IND|@FS-N<": {POS: VERB}, + "|V|MQP|3S|IND|@FS-N|V|MQP|3S|IND|@FS-STA": {POS: VERB}, + "|V|PCP2|PAS|F|P|@ICL-AUX<": {POS: VERB}, + "|V|PCP|@ICL-AUX<": {POS: VERB}, + "|V|PCP|@ICL-N<": {POS: VERB}, + "|V|PCP|F|P|@ICL-|V|PCP|F|P|@ICL-|V|PCP|F|P|@ICL-|V|PCP|F|P|@ICL-|V|PCP|F|P|@ICL-ADVL>": {POS: VERB}, + "|V|PCP|F|P|@ICL-AUX<": {POS: VERB}, + "|V|PCP|F|P|@ICL-EXC": {POS: VERB}, + "|V|PCP|F|P|@ICL-N<": {POS: VERB}, + "|V|PCP|F|P|@ICL-N|V|PCP|F|P|@ICL-P<": {POS: VERB}, + "|V|PCP|F|P|@ICL-PRED>": {POS: VERB}, + "|V|PCP|F|P|@ICL-UTT": {POS: VERB}, + "|V|PCP|F|P|@N<": {POS: ADJ}, + "|V|PCP|F|S|@ICL-|V|PCP|F|S|@ICL-|V|PCP|F|S|@ICL-|V|PCP|F|S|@ICL-|V|PCP|F|S|@ICL-|V|PCP|F|S|@ICL-|V|PCP|F|S|@ICL-|V|PCP|F|S|@ICL-A<": {POS: VERB}, + "|V|PCP|F|S|@ICL-ADVL>": {POS: VERB}, + "|V|PCP|F|S|@ICL-APP": {POS: ADJ}, + "|V|PCP|F|S|@ICL-AUX<": {POS: VERB}, + "|V|PCP|F|S|@ICL-N<": {POS: VERB}, + "|V|PCP|F|S|@ICL-N|V|PCP|F|S|@ICL-P<": {POS: VERB}, + "|V|PCP|F|S|@ICL-PRED>": {POS: VERB}, + "|V|PCP|F|S|@ICL-SC>": {POS: VERB}, + "|V|PCP|F|S|@ICL-SUBJ>": {POS: ADJ}, + "|V|PCP|F|S|@ICL-UTT": {POS: VERB}, + "|V|PCP|M|P|@ICL-|V|PCP|M|P|@ICL-|V|PCP|M|P|@ICL-|V|PCP|M|P|@ICL-|V|PCP|M|P|@ICL-A<": {POS: VERB}, + "|V|PCP|M|P|@ICL-ADVL>": {POS: VERB}, + "|V|PCP|M|P|@ICL-APP": {POS: VERB}, + "|V|PCP|M|P|@ICL-AUX<": {POS: VERB}, + "|V|PCP|M|P|@ICL-MV": {POS: VERB}, + "|V|PCP|M|P|@ICL-N<": {POS: VERB}, + "|V|PCP|M|P|@ICL-N|V|PCP|M|P|@ICL-P<": {POS: VERB}, + "|V|PCP|M|P|@ICL-PRED>": {POS: VERB}, + "|V|PCP|M|P|@ICL-UTT": {POS: VERB}, + "|V|PCP|M|S|@ICL-|V|PCP|M|S|@ICL-|V|PCP|M|S|@ICL-|V|PCP|M|S|@ICL-|V|PCP|M|S|@ICL-|V|PCP|M|S|@ICL-|V|PCP|M|S|@ICL->A": {POS: VERB}, + "|V|PCP|M|S|@ICL-A<": {POS: VERB}, + "|V|PCP|M|S|@ICL-ADVL>": {POS: VERB}, + "|V|PCP|M|S|@ICL-APP": {POS: VERB}, + "|V|PCP|M|S|@ICL-AUX<": {POS: VERB}, + "|V|PCP|M|S|@ICL-N<": {POS: VERB}, + "|V|PCP|M|S|@ICL-N|V|PCP|M|S|@ICL-P<": {POS: VERB}, + "|V|PCP|M|S|@ICL-PRED>": {POS: VERB}, + "|V|PCP|M|S|@ICL-STA": {POS: VERB}, + "|V|PCP|M|S|@ICL-SUBJ>": {POS: VERB}, + "|V|PCP|M|S|@ICL-UTT": {POS: VERB}, + "|V|PCP|M|S|@P<": {POS: VERB}, + "|V|PR|1/3S|SUBJ|@FS-CMD": {POS: VERB}, + "|V|PR|1/3S|SUBJ|@FS-STA": {POS: VERB}, + "|V|PR|1P|IND|@FS-|V|PR|1P|IND|@FS-|V|PR|1P|IND|@FS-|V|PR|1P|IND|@FS-|V|PR|1P|IND|@FS-ACC>": {POS: VERB}, + "|V|PR|1P|IND|@FS-ADVL>": {POS: VERB}, + "|V|PR|1P|IND|@FS-N<": {POS: VERB}, + "|V|PR|1P|IND|@FS-N|V|PR|1P|IND|@FS-QUE": {POS: VERB}, + "|V|PR|1P|IND|@FS-STA": {POS: VERB}, + "|V|PR|1P|IND|@FS-UTT": {POS: VERB}, + "|V|PR|1P|SUBJ|@FS-|V|PR|1P|SUBJ|@FS-|V|PR|1P|SUBJ|@FS-CMD": {POS: VERB}, + "|V|PR|1P|SUBJ|@FS-N|V|PR|1P|SUBJ|@FS-P<": {POS: VERB}, + "|V|PR|1P|SUBJ|@FS-STA": {POS: VERB}, + "|V|PR|1S|IND|@FS-|V|PR|1S|IND|@FS-|V|PR|1S|IND|@FS-ACC>": {POS: VERB}, + "|V|PR|1S|IND|@FS-ADVL>": {POS: VERB}, + "|V|PR|1S|IND|@FS-EXC": {POS: VERB}, + "|V|PR|1S|IND|@FS-N<": {POS: VERB}, + "|V|PR|1S|IND|@FS-P<": {POS: VERB}, + "|V|PR|1S|IND|@FS-QUE": {POS: VERB}, + "|V|PR|1S|IND|@FS-STA": {POS: VERB}, + "|V|PR|1S|IND|@FS-SUBJ>": {POS: VERB}, + "|V|PR|1S|IND|@FS-UTT": {POS: VERB}, + "|V|PR|1S|SUBJ|@FS-|V|PR|1S|SUBJ|@FS-|V|PR|1S|SUBJ|@FS-P<": {POS: VERB}, + "|V|PR|1S|SUBJ|@FS-STA": {POS: VERB}, + "|V|PR|2P|IND|@FS-P<": {POS: VERB}, + "|V|PR|2S|IND|@FS-|V|PR|2S|IND|@FS-|V|PR|2S|SUBJ|@FS-STA": {POS: VERB}, + "|V|PR|3P|IND|@FS-|V|PR|3P|IND|@FS-|V|PR|3P|IND|@FS-|V|PR|3P|IND|@FS-|V|PR|3P|IND|@FS-ACC>": {POS: VERB}, + "|V|PR|3P|IND|@FS-ADVL>": {POS: VERB}, + "|V|PR|3P|IND|@FS-EXC": {POS: VERB}, + "|V|PR|3P|IND|@FS-N<": {POS: VERB}, + "|V|PR|3P|IND|@FS-N|V|PR|3P|IND|@FS-P<": {POS: VERB}, + "|V|PR|3P|IND|@FS-QUE": {POS: VERB}, + "|V|PR|3P|IND|@FS-STA": {POS: VERB}, + "|V|PR|3P|IND|@FS-SUBJ>": {POS: VERB}, + "|V|PR|3P|IND|@FS-UTT": {POS: VERB}, + "|V|PR|3P|SUBJ|@FS-|V|PR|3P|SUBJ|@FS-|V|PR|3P|SUBJ|@FS-|V|PR|3P|SUBJ|@FS-A<": {POS: VERB}, + "|V|PR|3P|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|PR|3P|SUBJ|@FS-CMD": {POS: VERB}, + "|V|PR|3P|SUBJ|@FS-N<": {POS: VERB}, + "|V|PR|3P|SUBJ|@FS-N|V|PR|3P|SUBJ|@FS-P<": {POS: VERB}, + "|V|PR|3P|SUBJ|@FS-STA": {POS: VERB}, + "|V|PR|3S|@FS-|V|PR|3S|@FS-STA": {POS: VERB}, + "|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS-|V|PR|3S|IND|@FS->A": {POS: VERB}, + "|V|PR|3S|IND|@FS-A<": {POS: VERB}, + "|V|PR|3S|IND|@FS-ACC>": {POS: VERB}, + "|V|PR|3S|IND|@FS-ADVL>": {POS: VERB}, + "|V|PR|3S|IND|@FS-APP": {POS: VERB}, + "|V|PR|3S|IND|@FS-EXC": {POS: VERB}, + "|V|PR|3S|IND|@FS-KOMP<": {POS: VERB}, + "|V|PR|3S|IND|@FS-N<": {POS: VERB}, + "|V|PR|3S|IND|@FS-N|V|PR|3S|IND|@FS-P<": {POS: VERB}, + "|V|PR|3S|IND|@FS-QUE": {POS: VERB}, + "|V|PR|3S|IND|@FS-S<": {POS: VERB}, + "|V|PR|3S|IND|@FS-STA": {POS: VERB}, + "|V|PR|3S|IND|@FS-SUBJ>": {POS: VERB}, + "|V|PR|3S|IND|@FS-UTT": {POS: VERB}, + "|V|PR|3S|IND|@ICL-AUX<": {POS: VERB}, + "|V|PR|3S|IND|VFIN|@FS-|V|PR|3S|IND|VFIN|@FS-ADVL>": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-|V|PR|3S|SUBJ|@FS-ADVL>": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-CMD": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-COM": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-KOMP<": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-N<": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-N|V|PR|3S|SUBJ|@FS-P<": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-STA": {POS: VERB}, + "|V|PR|3S|SUBJ|@FS-SUBJ>": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-|V|PS/MQP|3P|IND|@FS-|V|PS/MQP|3P|IND|@FS-ACC>": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-ADVL>": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-KOMP<": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-N<": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-N|V|PS/MQP|3P|IND|@FS-P<": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-QUE": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-STA": {POS: VERB}, + "|V|PS/MQP|3P|IND|@FS-UTT": {POS: VERB}, + "|V|PS|1P|IND|@FS-|V|PS|1P|IND|@FS-|V|PS|1P|IND|@FS-ACC>": {POS: VERB}, + "|V|PS|1P|IND|@FS-N<": {POS: VERB}, + "|V|PS|1P|IND|@FS-P<": {POS: VERB}, + "|V|PS|1P|IND|@FS-STA": {POS: VERB}, + "|V|PS|1P|IND|@FS-SUBJ>": {POS: VERB}, + "|V|PS|1S|IND|@FS-|V|PS|1S|IND|@FS-|V|PS|1S|IND|@FS-ACC>": {POS: VERB}, + "|V|PS|1S|IND|@FS-ADVL>": {POS: VERB}, + "|V|PS|1S|IND|@FS-EXC": {POS: VERB}, + 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"||PRP|@||PRP|@||PRP|@||PRP|@||PRP|@>N": {POS: ADP}, + "||PRP|@A<": {POS: ADP}, + "||PRP|@ADVL>": {POS: ADP}, + "||PRP|@N<": {POS: ADP}, + "||PRP|@N||PRP|@P<": {POS: ADP}, + "||PRP|@PASS": {POS: ADP}, + "||PRP|@PIV>": {POS: ADP}, + "||PRP|@PRED>": {POS: ADP}, + "||PRP|@UTT": {POS: ADP}, + "||PRP|@||PRP|@||PRP|@||PRP|@||PRP|@||PRP|@||PRP|@>N": {POS: ADP}, + "||PRP|@A<": {POS: ADP}, + "||PRP|@ADVL": {POS: ADP}, + "||PRP|@ADVL>": {POS: ADP}, + "||PRP|@KOMP<": {POS: ADP}, + "||PRP|@N<": {POS: ADP}, + "||PRP|@N||PRP|@N||PRP|@P<": {POS: ADP}, + "||PRP|@PASS": {POS: ADP}, + "||PRP|@PIV>": {POS: ADP}, + "||PRP|@PRED>": {POS: ADP}, + "||PRP|@STA": {POS: ADP}, + "||PRP|@UTT": {POS: ADP}, + "||PRP|@KOMP<": {POS: ADP}, + "|ADV|@ADVL": {POS: ADV}, + "|PERS|M/F|3S|DAT|@DAT>": {POS: PRON}, + "|PRP|@-H": {POS: ADP}, + "|PRP|@|PRP|@|PRP|@|PRP|@|PRP|@|PRP|@|PRP|@|PRP|@|PRP|@|PRP|@>A": {POS: ADP}, + "|PRP|@>N": {POS: ADP}, + "|PRP|@>P": {POS: ADP}, + "|PRP|@A<": {POS: ADP}, + "|PRP|@A|PRP|@A|PRP|@ADVL": {POS: ADP}, + "|PRP|@ADVL>": {POS: ADP}, + "|PRP|@COM": {POS: ADP}, + "|PRP|@KOMP<": {POS: ADP}, + "|PRP|@N<": {POS: ADP}, + "|PRP|@N|PRP|@N|PRP|@OA>": {POS: ADP}, + "|PRP|@P<": {POS: ADP}, + "|PRP|@PASS": {POS: ADP}, + "|PRP|@PIV>": {POS: ADP}, + "|PRP|@PRED>": {POS: ADP}, + "|PRP|@SA>": {POS: ADP}, + "|PRP|@SUB": {POS: ADP}, + "|PRP|@UTT": {POS: ADP}, + "|ADV|@>A": {POS: ADV}, + "|ADV|@>N": {POS: ADV}, + "|ADV|@A<": {POS: ADV}, + "|ADV|@N<": {POS: ADV}, + "|ADV|M|P|@>N": {POS: ADV}, + "|ADV|M|S|@>A": {POS: ADV}, + "|||NUM|M|P|@|||NUM|M|P|@APP": {POS: NUM}, + "|||NUM|M|P|@N<": {POS: NUM}, + "|||NUM|M|P|@N|||NUM|M|P|@P<": {POS: NUM}, + "|||NUM|M|P|@SUBJ>": {POS: NUM}, + "|||NUM|M|S|@ADVL>": {POS: NUM}, + "|||NUM|M|S|@N<": {POS: NUM}, + "|||NUM|M|S|@N|||NUM|M|S|@P<": {POS: NUM}, + "|||NUM|M|S|@SUBJ>": {POS: NUM}, + "||||NUM|M|S|@P<": {POS: NUM}, + "||NUM|M|P|@P<": {POS: NUM}, + "||NUM|M|S|@N||NUM|M|S|@P<": {POS: NUM}, + "||||NUM|M|P|@P<": {POS: NUM}, + "||||NUM|M|S|@N<": {POS: NUM}, + "||||NUM|M|S|@P<": {POS: NUM}, + "|||NUM|M|P|@P<": {POS: NUM}, + "|||NUM|M|S|@P<": {POS: NUM}, + "|||NUM|M|P|@P<": {POS: NUM}, + "ADJ|@N": {POS: ADJ}, + "ADJ|F|P|@A<": {POS: ADJ}, + "ADJ|F|P|@N<": {POS: ADJ}, + "ADJ|F|P|@N": {POS: ADJ}, + "ADJ|F|S|@N": {POS: ADJ}, + "ADJ|F|S|@ICL-": {POS: ADJ}, + "ADJ|F|S|@SC>": {POS: ADJ}, + "ADJ|M/F|P|@": {POS: ADJ}, + "ADJ|M|P|@N": {POS: ADJ}, + "ADJ|M|P|@A<": {POS: ADJ}, + "ADJ|M|P|@ADVL>": {POS: ADJ}, + "ADJ|M|P|@APP": {POS: ADJ}, + "ADJ|M|P|@ICL-": {POS: ADJ}, + "ADJ|M|S|@A": {POS: ADJ}, + "ADJ|M|S|@>N": {POS: ADJ}, + "ADJ|M|S|@A<": {POS: ADJ}, + "ADJ|M|S|@APP": {POS: ADJ}, + "ADJ|M|S|@ICL-N<": {POS: ADJ}, + "ADJ|M|S|@ICL-N": {POS: ADJ}, + "ADJ|M|S|@P<": {POS: ADJ}, + "ADJ|M|S|@PRED>": {POS: ADJ}, + "ADJ|M|S|@SC>": {POS: ADJ}, + "ADJ|M|S|@SUBJ>": {POS: ADJ}, + "ADP": {POS: ADP}, + "ADV|@A": {POS: ADV}, + "ADV|@>N": {POS: ADV}, + "ADV|@>P": {POS: ADV}, + "ADV|@>S": {POS: ADV}, + "ADV|@A<": {POS: ADV}, + "ADV|@ADVL": {POS: ADV}, + "ADV|@ADVL>": {POS: ADV}, + "ADV|@APP": {POS: ADV}, + "ADV|@AS-": {POS: ADV}, + "ADV|@AS-KOMP<": {POS: ADV}, + "ADV|@CO": {POS: ADV}, + "ADV|@FOC>": {POS: ADV}, + "ADV|@FS-N<": {POS: ADV}, + "ADV|@ICL-AUX<": {POS: ADV}, + "ADV|@KOMP<": {POS: ADV}, + "ADV|@N<": {POS: ADV}, + "ADV|@N": {POS: ADV}, + "ADV|@PRT-AUX<": {POS: ADV}, + "ADV|@PU": {POS: ADV}, + "ADV|@S<": {POS: ADV}, + "ADV|@SA>": {POS: ADV}, + "ADV|@SC>": {POS: ADV}, + "ADV|@STA": {POS: ADV}, + "ADV|@SUB": {POS: ADV}, + "ADV|@SUBJ>": {POS: ADV}, + "ADV|M|P|@N": {POS: DET}, + "ART|M|P|@>N": {POS: DET}, + "ART|M|S|@>A": {POS: DET}, + "ART|M|S|@>N": {POS: DET}, + "CONJ": {POS: CCONJ}, + "DET|F|P|@>N": {POS: DET}, + "DET|F|P|@P<": {POS: PRON}, + "DET|F|P|@SUBJ>": {POS: PRON}, + "DET|F|S|@>A": {POS: DET}, + "DET|F|S|@>N": {POS: DET}, + "DET|F|S|@P<": {POS: PRON}, + "DET|F|S|@SUB": {POS: DET}, + "DET|F|S|@SUBJ>": {POS: PRON}, + "DET|M/F|S|@A<": {POS: DET}, + "DET|M/F|S|@SUBJ>": {POS: PRON}, + "DET|M|P|@N": {POS: DET}, + "DET|M|P|@P<": {POS: PRON}, + "DET|M|P|@SUB": {POS: DET}, + "DET|M|S|@A": {POS: DET}, + "DET|M|S|@>N": {POS: DET}, + "DET|M|S|@>P": {POS: DET}, + "DET|M|S|@ADVL>": {POS: DET}, + "DET|M|S|@N": {POS: PRON}, + "EC|@>N": {POS: PART}, + "INDP|F|S|@": {POS: PRON}, + "INDP|M/F|S/P|@P<": {POS: PRON}, + "INDP|M/F|S|@SUBJ>": {POS: PRON}, + "INDP|M|P|@ACC>": {POS: PRON}, + "INDP|M|P|@SUBJ>": {POS: PRON}, + "INDP|M|S/P|@P<": {POS: PRON}, + "INDP|M|S|@N": {POS: PRON}, + "INDP|M|S|@ACC>": {POS: PRON}, + "INDP|M|S|@P<": {POS: PRON}, + "INDP|M|S|@S<": {POS: PRON}, + "INDP|M|S|@SUBJ>": {POS: PRON}, + "INDP|S/P|@SUBJ>": {POS: PRON}, + "IN|@": {POS: INTJ}, + "IN|@ADVL>": {POS: INTJ}, + "IN|@EXC": {POS: INTJ}, + "IN|@P<": {POS: INTJ}, + "IN|@UTT": {POS: INTJ}, + "IN|F|S|@S": {POS: SCONJ}, + "KS|@A<": {POS: SCONJ}, + "KS|@ADVL>": {POS: SCONJ}, + "KS|@COM": {POS: SCONJ}, + "KS|@KOMP<": {POS: SCONJ}, + "KS|@P<": {POS: SCONJ}, + "KS|@PRT-AUX<": {POS: SCONJ}, + "KS|@SUB": {POS: SCONJ}, + "KS|@SUBJ>": {POS: SCONJ}, + "NOUN": {POS: NOUN}, + "NUM|@A<": {POS: NUM}, + "NUM|@ADVL>": {POS: NUM}, + "NUM|@NPHR": {POS: NUM}, + "NUM|F|P|@A": {POS: NUM}, + "NUM|M|P|@>N": {POS: NUM}, + "NUM|M|P|@AN": {POS: NUM}, + "NUM|M|S|@ADVL>": {POS: NUM}, + "NUM|M|S|@NN": {POS: NUM}, + "NUM|P|@A<": {POS: NUM}, + "NUM|P|@P<": {POS: NUM}, + "N|@N": {POS: NOUN}, + "N|@N": {POS: NOUN}, + "N|@SUBJ>": {POS: NOUN}, + "N|F|P|@>N": {POS: NOUN}, + "N|F|P|@NN": {POS: NOUN}, + "N|F|S|@>S": {POS: NOUN}, + "N|F|S|@ACC>": {POS: NOUN}, + "N|F|S|@ADVL>": {POS: NOUN}, + "N|F|S|@P<": {POS: NOUN}, + "N|M|P|@>N": {POS: NOUN}, + "N|M|P|@P<": {POS: NOUN}, + "N|M|P|@SUBJ>": {POS: NOUN}, + "N|M|S|@A": {POS: NOUN}, + "N|M|S|@>N": {POS: NOUN}, + "N|M|S|@ADVL>": {POS: NOUN}, + "N|M|S|@AS<": {POS: NOUN}, + "N|M|S|@FS-STA": {POS: NOUN}, + "N|M|S|@N<": {POS: NOUN}, + "N|M|S|@N": {POS: NOUN}, + "PERS|F/M|3S/P|ACC|@": {POS: PRON}, + "PERS|F|1S|PIV|@P<": {POS: PRON}, + "PERS|F|3P|ACC|@": {POS: PRON}, + "PERS|F|3P|ACC|@ACC>-PASS": {POS: PRON}, + "PERS|F|3P|DAT|@": {POS: PRON}, + "PERS|F|3P|NOM/PIV|@P<": {POS: PRON}, + "PERS|F|3P|NOM|@SUBJ>": {POS: PRON}, + "PERS|F|3P|PIV|@P<": {POS: PRON}, + "PERS|F|3S/P|ACC|@": {POS: PRON}, + "PERS|F|3S|ACC|@N": {POS: PRON}, + "PERS|F|3S|ACC|@ACC-PASS": {POS: PRON}, + "PERS|F|3S|ACC|@ACC>": {POS: PRON}, + "PERS|F|3S|ACC|@ACC>-PASS": {POS: PRON}, + "PERS|F|3S|ACC|@SUBJ>": {POS: PRON}, + "PERS|F|3S|DAT|@-PASS": {POS: PRON}, + "PERS|F|3S|DAT|@DAT>": {POS: PRON}, + "PERS|F|3S|NOM/PIV|@P<": {POS: PRON}, + "PERS|F|3S|NOM|@": {POS: PRON}, + "PERS|F|3S|PIV|@P<": {POS: PRON}, + "PERS|F|P|@ACC>-PASS": {POS: PRON}, + "PERS|F|S|@ACC>": {POS: PRON}, + "PERS|F|S|@ACC>-PASS": {POS: PRON}, + "PERS|F|S|ACC|@": {POS: PRON}, + "PERS|M/F|1P|DAT|@": {POS: PRON}, + "PERS|M/F|1P|NOM/PIV|@P<": {POS: PRON}, + "PERS|M/F|1P|NOM|@": {POS: PRON}, + "PERS|M/F|1P|PIV|@P<": {POS: PRON}, + "PERS|M/F|1S|ACC|@SUBJ>": {POS: PRON}, + "PERS|M/F|1S|DAT|@": {POS: PRON}, + "PERS|M/F|1S|PIV|@P<": {POS: PRON}, + "PERS|M/F|2P|NOM|@-PASS": {POS: PRON}, + "PERS|M/F|3P|DAT|@": {POS: PRON}, + "PERS|M/F|3P|NOM|@SUBJ>": {POS: PRON}, + "PERS|M/F|3S/P|ACC|@": {POS: PRON}, + "PERS|M/F|3S/P|ACC|@ACC>-PASS": {POS: PRON}, + "PERS|M/F|3S/P|ACC|@SUBJ>": {POS: PRON}, + "PERS|M/F|3S/P|ACC|@VOC": {POS: PRON}, + "PERS|M/F|3S|ACC|@-PASS": {POS: PRON}, + "PERS|M/F|3S|ACC|@SUBJ>": {POS: PRON}, + "PERS|M/F|3S|DAT|@": {POS: PRON}, + "PERS|M/F|3S|NOM/PIV|@P<": {POS: PRON}, + "PERS|M/F|3S|NOM|@": {POS: PRON}, + "PERS|M|1P|DAT|@DAT>": {POS: PRON}, + "PERS|M|1P|NOM/PIV|@P<": {POS: PRON}, + "PERS|M|1P|NOM|@": {POS: PRON}, + "PERS|M|1S|DAT|@": {POS: PRON}, + "PERS|M|1S|PIV|@P<": {POS: PRON}, + "PERS|M|2S|PIV|@P<": {POS: PRON}, + "PERS|M|3P|ACC|@": {POS: PRON}, + "PERS|M|3P|ACC|@ACC>-PASS": {POS: PRON}, + "PERS|M|3P|ACC|@SUBJ>": {POS: PRON}, + "PERS|M|3P|DAT|@": {POS: PRON}, + "PERS|M|3P|NOM/PIV|@NPHR": {POS: PRON}, + "PERS|M|3P|NOM/PIV|@P<": {POS: PRON}, + "PERS|M|3P|NOM|@": {POS: PRON}, + "PERS|M|3P|PIV|@P<": {POS: PRON}, + "PERS|M|3S/P|ACC|@-PASS": {POS: PRON}, + "PERS|M|3S/P|ACC|@SUBJ>": {POS: PRON}, + "PERS|M|3S|ACC|@": {POS: PRON}, + "PERS|M|3S|ACC|@ACC>-PASS": {POS: PRON}, + "PERS|M|3S|ACC|@DAT>": {POS: PRON}, + "PERS|M|3S|ACC|@SC>": {POS: PRON}, + "PERS|M|3S|ACC|@SUBJ>": {POS: PRON}, + "PERS|M|3S|DAT|@": {POS: PRON}, + "PERS|M|3S|NOM/PIV|@P<": {POS: PRON}, + "PERS|M|3S|NOM|@": {POS: PRON}, + "PERS|M|3S|NOM|@TOP": {POS: PRON}, + "PERS|M|3S|PIV|@P<": {POS: PRON}, + "PERS|M|P|@ACC-PASS": {POS: PRON}, + "PERS|M|P|@ACC>-PASS": {POS: PRON}, + "PERS|M|P|ACC|@ACC>-PASS": {POS: PRON}, + "PERS|M|S|@ACC>": {POS: PRON}, + "PERS|M|S|@ACC>-PASS": {POS: PRON}, + "PERS|M|S|@SUBJ>": {POS: PRON}, + "PERS|M|S|ACC|@SUBJ>": {POS: PRON}, + "PROP": {POS: PROPN}, + "PROPN": {POS: PROPN}, + "PROP|@": {POS: PROPN}, + "PROP|F|S|@N": {POS: PROPN}, + "PROP|F|S|@ADVL>": {POS: PROPN}, + "PROP|F|S|@APP": {POS: PROPN}, + "PROP|F|S|@KOMP<": {POS: PROPN}, + "PROP|F|S|@N<": {POS: PROPN}, + "PROP|F|S|@N": {POS: PROPN}, + "PROP|F|S|@UTT": {POS: PROPN}, + "PROP|F|S|@VOK": {POS: PROPN}, + "PROP|M/F|P|@P<": {POS: PROPN}, + "PROP|M/F|S|@": {POS: PROPN}, + "PROP|M|P|@": {POS: PROPN}, + "PROP|M|P|@UTT": {POS: PROPN}, + "PROP|M|S|@": {POS: PROPN}, + "PROP|M|S|@ADVL>": {POS: PROPN}, + "PROP|M|S|@APP": {POS: PROPN}, + "PROP|M|S|@N<": {POS: PROPN}, + "PROP|M|S|@N": {POS: PROPN}, + "PROP|M|S|@SUBJ>": {POS: PROPN}, + "PROP|M|S|@UTT": {POS: PROPN}, + "PRP|@A": {POS: ADP}, + "PRP|@>N": {POS: ADP}, + "PRP|@>P": {POS: ADP}, + "PRP|@>S": {POS: ADP}, + "PRP|@A<": {POS: ADP}, + "PRP|@A": {POS: ADP}, + "PRP|@ADVL": {POS: ADP}, + "PRP|@ADVL>": {POS: ADP}, + "PRP|@ADVL>>": {POS: ADP}, + "PRP|@AS-ADVL>": {POS: ADP}, + "PRP|@AS<": {POS: ADP}, + "PRP|@CO": {POS: ADP}, + "PRP|@COM": {POS: ADP}, + "PRP|@EXC": {POS: ADP}, + "PRP|@ICL-N<": {POS: ADP}, + "PRP|@ICL-N": {POS: ADP}, + "PRP|@P<": {POS: ADP}, + "PRP|@PASS": {POS: ADP}, + "PRP|@PIV>": {POS: ADP}, + "PRP|@PRED>": {POS: ADP}, + "PRP|@PRT-AUX<": {POS: ADP}, + "PRP|@QUE": {POS: ADP}, + "PRP|@SA>": {POS: ADP}, + "PRP|@SC>": {POS: ADP}, + "PRP|@SUB": {POS: ADP}, + "PRP|@SUBJ>": {POS: ADP}, + "PRP|@UTT": {POS: ADP}, + "PU|@PU": {POS: PUNCT}, + "V|GER|@SUB": {POS: VERB}, + "V|PCP|F|P|@ICL-OC>": {POS: VERB}, + "V|PCP|F|P|@NN": {POS: VERB}, + "V|PCP|M|S|@>N": {POS: VERB}, + "V|PCP|M|S|@ICL-CO": {POS: VERB}, + "V|PCP|M|S|@N<": {POS: ADJ}, + "V|PCP|M|S|@P<": {POS: ADJ}, + "V|PR|3S|IND|@FS-P<": {POS: VERB}, + "_": {POS: X}, + "adj|F|S": {POS: ADJ}, + "ADV": {POS: ADV}, + "art|<-sam>||F|S": {POS: DET}, + "art||M|P": {POS: DET}, + "n|F|S": {POS: NOUN}, + "n|M|P": {POS: NOUN}, + "n|M|S": {POS: NOUN}, + "prop|F|S": {POS: PROPN}, + "prop|M|P": {POS: PROPN}, + "prop|M|S": {POS: PROPN}, + "prp": {POS: ADP}, + "prp|": {POS: ADP}, + "punc": {POS: PUNCT}, + "v-pcp|M|P": {POS: VERB}, + "v-pcp|M|S": {POS: VERB}, + "_SP": {POS: SPACE} } From 975e1042ffb943d645d1d42cf0b121ae220f3e8d Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 18:34:09 +0100 Subject: [PATCH 19/25] Fix Italian tag map --- spacy/lang/it/tag_map.py | 631 ++++++++++++++++++++------------------- 1 file changed, 317 insertions(+), 314 deletions(-) diff --git a/spacy/lang/it/tag_map.py b/spacy/lang/it/tag_map.py index 420165f24..8ae5b3dc7 100644 --- a/spacy/lang/it/tag_map.py +++ b/spacy/lang/it/tag_map.py @@ -1,320 +1,323 @@ # coding: utf8 from __future__ import unicode_literals +from ...symbols import POS, PUNCT, SYM, ADJ, NUM, DET, ADV, ADP, X, VERB +from ...symbols import NOUN, PROPN, PART, INTJ, SPACE, PRON, SCONJ, AUX, CONJ + TAG_MAP = { - "AP__Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs": {"pos": "DET"}, - "AP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs": {"pos": "DET"}, - "AP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs": {"pos": "DET"}, - "AP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs": {"pos": "DET"}, - "AP__Gender=Masc|Poss=Yes|PronType=Prs": {"pos": "DET"}, - "AP__Number=Sing|Poss=Yes|PronType=Prs": {"pos": "DET"}, - "AP__Poss=Yes|PronType=Prs": {"pos": "DET"}, - "A__Degree=Abs|Gender=Fem|Number=Plur": {"pos": "ADJ"}, - "A__Degree=Abs|Gender=Fem|Number=Sing": {"pos": "ADJ"}, - "A__Degree=Abs|Gender=Masc|Number=Plur": {"pos": "ADJ"}, - "A__Degree=Abs|Gender=Masc|Number=Sing": {"pos": "ADJ"}, - "A__Degree=Cmp": {"pos": "ADJ"}, - "A__Degree=Cmp|Number=Plur": {"pos": "ADJ"}, - "A__Degree=Cmp|Number=Sing": {"pos": "ADJ"}, - "A__Gender=Fem|Number=Plur": {"pos": "ADJ"}, - "A__Gender=Fem|Number=Sing": {"pos": "ADJ"}, - "A__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs": {"pos": "ADJ"}, - "A__Gender=Masc": {"pos": "ADJ"}, - "A__Gender=Masc|Number=Plur": {"pos": "ADJ"}, - "A__Gender=Masc|Number=Sing": {"pos": "ADJ"}, - "A__Number=Plur": {"pos": "ADJ"}, - "A__Number=Sing": {"pos": "ADJ"}, - "A___": {"pos": "ADJ"}, - "BN__PronType=Neg": {"pos": "ADV"}, - "B__Degree=Abs": {"pos": "ADV"}, - "B__Degree=Abs|Gender=Masc|Number=Sing": {"pos": "ADV"}, - "B___": {"pos": "ADV"}, - "CC___": {"pos": "CONJ"}, - "CS___": {"pos": "SCONJ"}, - "DD__Gender=Fem|Number=Plur|PronType=Dem": {"pos": "DET"}, - "DD__Gender=Fem|Number=Sing|PronType=Dem": {"pos": "DET"}, - "DD__Gender=Masc|Number=Plur|PronType=Dem": {"pos": "DET"}, - "DD__Gender=Masc|Number=Sing|PronType=Dem": {"pos": "DET"}, - "DD__Gender=Masc|PronType=Dem": {"pos": "DET"}, - "DD__Number=Plur|PronType=Dem": {"pos": "DET"}, - "DD__Number=Sing|PronType=Dem": {"pos": "DET"}, - "DE__PronType=Exc": {"pos": "DET"}, - "DI__Definite=Def|Gender=Fem|Number=Plur|PronType=Art": {"pos": "DET"}, - "DI__Gender=Fem|Number=Plur": {"pos": "DET"}, - "DI__Gender=Fem|Number=Plur|PronType=Ind": {"pos": "DET"}, - "DI__Gender=Fem|Number=Sing|PronType=Ind": {"pos": "DET"}, - "DI__Gender=Masc|Number=Plur": {"pos": "DET"}, - "DI__Gender=Masc|Number=Plur|PronType=Ind": {"pos": "DET"}, - "DI__Gender=Masc|Number=Sing|PronType=Ind": {"pos": "DET"}, - "DI__Number=Sing|PronType=Art": {"pos": "DET"}, - "DI__Number=Sing|PronType=Ind": {"pos": "DET"}, - "DI__PronType=Ind": {"pos": "DET"}, - "DQ__Gender=Fem|Number=Plur|PronType=Int": {"pos": "DET"}, - "DQ__Gender=Fem|Number=Sing|PronType=Int": {"pos": "DET"}, - "DQ__Gender=Masc|Number=Plur|PronType=Int": {"pos": "DET"}, - "DQ__Gender=Masc|Number=Sing|PronType=Int": {"pos": "DET"}, - "DQ__Number=Plur|PronType=Int": {"pos": "DET"}, - "DQ__Number=Sing|PronType=Int": {"pos": "DET"}, - "DQ__PronType=Int": {"pos": "DET"}, - "DQ___": {"pos": "DET"}, - "DR__Number=Plur|PronType=Rel": {"pos": "DET"}, - "DR__PronType=Rel": {"pos": "DET"}, - "E__Gender=Masc|Number=Sing": {"pos": "ADP"}, - "E___": {"pos": "ADP"}, - "FB___": {"pos": "PUNCT"}, - "FC___": {"pos": "PUNCT"}, - "FF___": {"pos": "PUNCT"}, - "FS___": {"pos": "PUNCT"}, - "I__Polarity=Neg": {"pos": "INTJ"}, - "I__Polarity=Pos": {"pos": "INTJ"}, - "I___": {"pos": "INTJ"}, - "NO__Gender=Fem|Number=Plur|NumType=Ord": {"pos": "ADJ"}, - "NO__Gender=Fem|Number=Sing|NumType=Ord": {"pos": "ADJ"}, - "NO__Gender=Masc|Number=Plur": {"pos": "ADJ"}, - "NO__Gender=Masc|Number=Plur|NumType=Ord": {"pos": "ADJ"}, - 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"RD__Number=Sing|PronType=Art": {"pos": "DET"}, - "RI__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art": {"pos": "DET"}, - "RI__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art": {"pos": "DET"}, - "RI__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art": {"pos": "DET"}, - "RI__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art": {"pos": "DET"}, - "RI__Definite=Ind|Number=Sing|PronType=Art": {"pos": "DET"}, - "RI__Definite=Ind|PronType=Art": {"pos": "DET"}, - "SP__Gender=Fem|Number=Plur": {"pos": "PROPN"}, - "SP__NumType=Card": {"pos": "PROPN"}, - "SP___": {"pos": "PROPN"}, - "SW__Foreign=Yes": {"pos": "X"}, - "SW__Foreign=Yes|Gender=Masc": {"pos": "X"}, - "SW__Foreign=Yes|Number=Sing": {"pos": "X"}, - "SYM___": {"pos": "SYM"}, - "S__Gender=Fem": {"pos": "NOUN"}, - "S__Gender=Fem|Number=Plur": {"pos": "NOUN"}, - "S__Gender=Fem|Number=Sing": {"pos": "NOUN"}, - "S__Gender=Masc": {"pos": "NOUN"}, - "S__Gender=Masc|Number=Plur": {"pos": "NOUN"}, - "S__Gender=Masc|Number=Sing": {"pos": 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"VA__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {"pos": "AUX"}, - "VA__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {"pos": "AUX"}, - 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{"pos": "VERB"}, - "V__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Ind|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {"pos": "VERB"}, - "V__Mood=Sub|Number=Sing|Person=3|VerbForm=Fin": {"pos": "VERB"}, - "V__Number=Plur|Tense=Pres|VerbForm=Part": {"pos": "VERB"}, - "V__Number=Sing|Tense=Pres|VerbForm=Part": {"pos": "VERB"}, - "V__Tense=Past|VerbForm=Part": {"pos": "VERB"}, - "V__VerbForm=Ger": {"pos": "VERB"}, - "V__VerbForm=Inf": {"pos": "VERB"}, - "X___": {"pos": "X"}, - "_SP": {"pos": "SPACE"} + "AP__Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs": {POS: DET}, + "AP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs": {POS: DET}, + "AP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs": {POS: DET}, + "AP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs": {POS: DET}, + "AP__Gender=Masc|Poss=Yes|PronType=Prs": {POS: DET}, + "AP__Number=Sing|Poss=Yes|PronType=Prs": {POS: DET}, + "AP__Poss=Yes|PronType=Prs": {POS: DET}, + "A__Degree=Abs|Gender=Fem|Number=Plur": {POS: ADJ}, + "A__Degree=Abs|Gender=Fem|Number=Sing": {POS: ADJ}, + "A__Degree=Abs|Gender=Masc|Number=Plur": {POS: ADJ}, + "A__Degree=Abs|Gender=Masc|Number=Sing": {POS: ADJ}, + "A__Degree=Cmp": {POS: ADJ}, + "A__Degree=Cmp|Number=Plur": {POS: ADJ}, + "A__Degree=Cmp|Number=Sing": {POS: ADJ}, + "A__Gender=Fem|Number=Plur": {POS: ADJ}, + "A__Gender=Fem|Number=Sing": {POS: ADJ}, + "A__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs": {POS: ADJ}, + "A__Gender=Masc": {POS: ADJ}, + "A__Gender=Masc|Number=Plur": {POS: ADJ}, + "A__Gender=Masc|Number=Sing": {POS: ADJ}, + "A__Number=Plur": {POS: ADJ}, + "A__Number=Sing": {POS: ADJ}, + "A___": {POS: ADJ}, + "BN__PronType=Neg": {POS: ADV}, + "B__Degree=Abs": {POS: ADV}, + "B__Degree=Abs|Gender=Masc|Number=Sing": {POS: ADV}, + "B___": {POS: ADV}, + "CC___": {POS: CONJ}, + "CS___": {POS: SCONJ}, + "DD__Gender=Fem|Number=Plur|PronType=Dem": {POS: DET}, + "DD__Gender=Fem|Number=Sing|PronType=Dem": {POS: DET}, + "DD__Gender=Masc|Number=Plur|PronType=Dem": {POS: DET}, + "DD__Gender=Masc|Number=Sing|PronType=Dem": {POS: DET}, + "DD__Gender=Masc|PronType=Dem": {POS: DET}, + "DD__Number=Plur|PronType=Dem": {POS: DET}, + "DD__Number=Sing|PronType=Dem": {POS: DET}, + "DE__PronType=Exc": {POS: DET}, + "DI__Definite=Def|Gender=Fem|Number=Plur|PronType=Art": {POS: DET}, + "DI__Gender=Fem|Number=Plur": {POS: DET}, + "DI__Gender=Fem|Number=Plur|PronType=Ind": {POS: DET}, + "DI__Gender=Fem|Number=Sing|PronType=Ind": {POS: DET}, + "DI__Gender=Masc|Number=Plur": {POS: DET}, + "DI__Gender=Masc|Number=Plur|PronType=Ind": {POS: DET}, + "DI__Gender=Masc|Number=Sing|PronType=Ind": {POS: DET}, + "DI__Number=Sing|PronType=Art": {POS: DET}, + "DI__Number=Sing|PronType=Ind": {POS: DET}, + "DI__PronType=Ind": {POS: DET}, + "DQ__Gender=Fem|Number=Plur|PronType=Int": {POS: DET}, + "DQ__Gender=Fem|Number=Sing|PronType=Int": {POS: DET}, + "DQ__Gender=Masc|Number=Plur|PronType=Int": {POS: DET}, + "DQ__Gender=Masc|Number=Sing|PronType=Int": {POS: DET}, + "DQ__Number=Plur|PronType=Int": {POS: DET}, + "DQ__Number=Sing|PronType=Int": {POS: DET}, + "DQ__PronType=Int": {POS: DET}, + "DQ___": {POS: DET}, + "DR__Number=Plur|PronType=Rel": {POS: DET}, + "DR__PronType=Rel": {POS: DET}, + "E__Gender=Masc|Number=Sing": {POS: ADP}, + "E___": {POS: ADP}, + "FB___": {POS: PUNCT}, + "FC___": {POS: PUNCT}, + "FF___": {POS: PUNCT}, + "FS___": {POS: PUNCT}, + "I__Polarity=Neg": {POS: INTJ}, + "I__Polarity=Pos": {POS: INTJ}, + "I___": {POS: INTJ}, + "NO__Gender=Fem|Number=Plur|NumType=Ord": {POS: ADJ}, + "NO__Gender=Fem|Number=Sing|NumType=Ord": {POS: ADJ}, + "NO__Gender=Masc|Number=Plur": {POS: ADJ}, + "NO__Gender=Masc|Number=Plur|NumType=Ord": {POS: ADJ}, + "NO__Gender=Masc|Number=Sing|NumType=Ord": {POS: ADJ}, + "NO__NumType=Ord": {POS: ADJ}, + "NO__Number=Sing|NumType=Ord": {POS: ADJ}, + "NO___": {POS: ADJ}, + "N__Gender=Masc|Number=Sing": {POS: NUM}, + "N__NumType=Card": {POS: NUM}, + "N__NumType=Range": {POS: NUM}, + "N___": {POS: NUM}, + "PART___": {POS: PART}, + "PC__Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|PronType=Art": {POS: PRON}, + "PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Gender=Fem|Number=Plur|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Gender=Fem|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Gender=Masc|Number=Sing|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Number=Plur|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Number=Plur|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|Person=3|PronType=Prs": {POS: PRON}, + "PC__Clitic=Yes|PronType=Prs": {POS: PRON}, + "PD__Gender=Fem|Number=Plur|PronType=Dem": {POS: PRON}, + "PD__Gender=Fem|Number=Sing|PronType=Dem": {POS: PRON}, + "PD__Gender=Masc|Number=Plur|PronType=Dem": {POS: PRON}, + "PD__Gender=Masc|Number=Sing|PronType=Dem": {POS: PRON}, + "PD__Number=Plur|PronType=Dem": {POS: PRON}, + "PD__Number=Sing|PronType=Dem": {POS: PRON}, + "PD__PronType=Dem": {POS: PRON}, + "PE__Gender=Fem|Number=Plur|Person=3|PronType=Prs": {POS: PRON}, + "PE__Gender=Fem|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "PE__Gender=Masc|Number=Plur|Person=3|PronType=Prs": {POS: PRON}, + "PE__Gender=Masc|Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "PE__Number=Plur|Person=1|PronType=Prs": {POS: PRON}, + "PE__Number=Plur|Person=2|PronType=Prs": {POS: PRON}, + "PE__Number=Plur|Person=3|PronType=Prs": {POS: PRON}, + "PE__Number=Sing|Person=1|PronType=Prs": {POS: PRON}, + "PE__Number=Sing|Person=2|PronType=Prs": {POS: PRON}, + "PE__Number=Sing|Person=3|PronType=Prs": {POS: PRON}, + "PE__Person=3|PronType=Prs": {POS: PRON}, + "PE__PronType=Prs": {POS: PRON}, + "PI__Gender=Fem|Number=Plur|PronType=Ind": {POS: PRON}, + "PI__Gender=Fem|Number=Sing|PronType=Ind": {POS: PRON}, + "PI__Gender=Masc|Number=Plur|PronType=Ind": {POS: PRON}, + "PI__Gender=Masc|Number=Sing": {POS: PRON}, + "PI__Gender=Masc|Number=Sing|PronType=Ind": {POS: PRON}, + "PI__Number=Plur|PronType=Ind": {POS: PRON}, + "PI__Number=Sing|PronType=Ind": {POS: PRON}, + "PI__PronType=Ind": {POS: PRON}, + "PP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs": {POS: PRON}, + "PP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs": {POS: PRON}, + "PP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs": {POS: PRON}, + "PP__Number=Plur|Poss=Yes|PronType=Prs": {POS: PRON}, + "PP__Number=Sing|Poss=Yes|PronType=Prs": {POS: PRON}, + "PQ__Gender=Fem|Number=Plur|PronType=Int": {POS: PRON}, + "PQ__Gender=Fem|Number=Sing|PronType=Int": {POS: PRON}, + "PQ__Gender=Masc|Number=Plur|PronType=Int": {POS: PRON}, + "PQ__Gender=Masc|Number=Sing|PronType=Int": {POS: PRON}, + "PQ__Number=Plur|PronType=Int": {POS: PRON}, + "PQ__Number=Sing|PronType=Int": {POS: PRON}, + "PQ__PronType=Int": {POS: PRON}, + "PR__Gender=Masc|Number=Plur|PronType=Rel": {POS: PRON}, + "PR__Gender=Masc|Number=Sing|PronType=Rel": {POS: PRON}, + "PR__Gender=Masc|PronType=Rel": {POS: PRON}, + "PR__Number=Plur|PronType=Rel": {POS: PRON}, + "PR__Number=Sing|PronType=Rel": {POS: PRON}, + "PR__Person=3|PronType=Rel": {POS: PRON}, + "PR__PronType=Rel": {POS: PRON}, + "RD__Definite=Def": {POS: DET}, + "RD__Definite=Def|Gender=Fem": {POS: DET}, + "RD__Definite=Def|Gender=Fem|Number=Plur|PronType=Art": {POS: DET}, + "RD__Definite=Def|Gender=Fem|Number=Sing|PronType=Art": {POS: DET}, + "RD__Definite=Def|Gender=Masc|Number=Plur|PronType=Art": {POS: DET}, + "RD__Definite=Def|Gender=Masc|Number=Sing|PronType=Art": {POS: DET}, + "RD__Definite=Def|Number=Plur|PronType=Art": {POS: DET}, + "RD__Definite=Def|Number=Sing|PronType=Art": {POS: DET}, + "RD__Definite=Def|PronType=Art": {POS: DET}, + "RD__Gender=Fem|Number=Sing": {POS: DET}, + "RD__Gender=Masc|Number=Sing": {POS: DET}, + "RD__Number=Sing": {POS: DET}, + "RD__Number=Sing|PronType=Art": {POS: DET}, + "RI__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art": {POS: DET}, + "RI__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art": {POS: DET}, + "RI__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art": {POS: DET}, + "RI__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art": {POS: DET}, + "RI__Definite=Ind|Number=Sing|PronType=Art": {POS: DET}, + "RI__Definite=Ind|PronType=Art": {POS: DET}, + "SP__Gender=Fem|Number=Plur": {POS: PROPN}, + "SP__NumType=Card": {POS: PROPN}, + "SP___": {POS: PROPN}, + "SW__Foreign=Yes": {POS: X}, + "SW__Foreign=Yes|Gender=Masc": {POS: X}, + "SW__Foreign=Yes|Number=Sing": {POS: X}, + "SYM___": {POS: SYM}, + "S__Gender=Fem": {POS: NOUN}, + "S__Gender=Fem|Number=Plur": {POS: NOUN}, + "S__Gender=Fem|Number=Sing": {POS: NOUN}, + "S__Gender=Masc": {POS: NOUN}, + "S__Gender=Masc|Number=Plur": {POS: NOUN}, + "S__Gender=Masc|Number=Sing": {POS: NOUN}, + "S__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {POS: NOUN}, + "S__Number=Plur": {POS: NOUN}, + "S__Number=Sing": {POS: NOUN}, + "S___": {POS: NOUN}, + "Sw___": {POS: X}, + "T__Gender=Fem|Number=Plur|PronType=Tot": {POS: DET}, + "T__Gender=Fem|Number=Sing": {POS: DET}, + "T__Gender=Fem|Number=Sing|PronType=Tot": {POS: DET}, + "T__Gender=Masc|Number=Plur|PronType=Tot": {POS: DET}, + "T__Gender=Masc|Number=Sing|PronType=Tot": {POS: DET}, + "T__Number=Plur|PronType=Tot": {POS: DET}, + "T__PronType=Tot": {POS: DET}, + "VA__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {POS: AUX}, + "VA__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {POS: AUX}, + "VA__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {POS: AUX}, + "VA__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {POS: AUX}, + "VA__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VA__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VA__VerbForm=Ger": {POS: AUX}, + "VA__VerbForm=Inf": {POS: AUX}, + "VM__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {POS: AUX}, + "VM__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {POS: AUX}, + "VM__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: AUX}, + "VM__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: AUX}, + "VM__VerbForm=Ger": {POS: AUX}, + "VM__VerbForm=Inf": {POS: AUX}, + "V__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part": {POS: VERB}, + "V__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part": {POS: VERB}, + "V__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part": {POS: VERB}, + "V__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part": {POS: VERB}, + "V__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Imp|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Ind|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": {POS: VERB}, + "V__Mood=Sub|Number=Sing|Person=3|VerbForm=Fin": {POS: VERB}, + "V__Number=Plur|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V__Number=Sing|Tense=Pres|VerbForm=Part": {POS: VERB}, + "V__Tense=Past|VerbForm=Part": {POS: VERB}, + "V__VerbForm=Ger": {POS: VERB}, + "V__VerbForm=Inf": {POS: VERB}, + "X___": {POS: X}, + "_SP": {POS: SPACE} } From 38109a0e4a65f815eacc1a84ee5a3faad391e483 Mon Sep 17 00:00:00 2001 From: Matthew Honnibal Date: Sun, 5 Nov 2017 18:45:57 +0100 Subject: [PATCH 20/25] Register SentenceSegmenter in Language.factories --- spacy/language.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/spacy/language.py b/spacy/language.py index c7de79424..ea92b6eeb 100644 --- a/spacy/language.py +++ b/spacy/language.py @@ -16,7 +16,7 @@ from .tokenizer import Tokenizer from .vocab import Vocab from .lemmatizer import Lemmatizer from .pipeline import DependencyParser, Tensorizer, Tagger, EntityRecognizer -from .pipeline import SimilarityHook, TextCategorizer +from .pipeline import SimilarityHook, TextCategorizer, SentenceSegmenter from .compat import json_dumps, izip from .scorer import Scorer from ._ml import link_vectors_to_models @@ -102,7 +102,9 @@ class Language(object): 'parser': lambda nlp, **cfg: DependencyParser(nlp.vocab, **cfg), 'ner': lambda nlp, **cfg: EntityRecognizer(nlp.vocab, **cfg), 'similarity': lambda nlp, **cfg: SimilarityHook(nlp.vocab, **cfg), - 'textcat': lambda nlp, **cfg: TextCategorizer(nlp.vocab, **cfg) + 'textcat': lambda nlp, **cfg: TextCategorizer(nlp.vocab, **cfg), + 'sbd': lambda nlp, **cfg: SentenceSegmenter(nlp.vocab, **cfg), + 'sentencizer': lambda nlp, **cfg: SentenceSegmenter(nlp.vocab, **cfg) } def __init__(self, vocab=True, make_doc=True, meta={}, **kwargs): From a6ffa942bbc510cd68ca96b9a3dfd8b6a85e14dd Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 18:46:24 +0100 Subject: [PATCH 21/25] Update UD schemes --- website/_includes/_mixins.jade | 7 ++-- website/api/_annotation/_dep-labels.jade | 44 ++++++++++++++++++++++++ website/api/_annotation/_pos-tags.jade | 40 ++++++++++----------- 3 files changed, 68 insertions(+), 23 deletions(-) diff --git a/website/_includes/_mixins.jade b/website/_includes/_mixins.jade index 8c192184a..411608969 100644 --- a/website/_includes/_mixins.jade +++ b/website/_includes/_mixins.jade @@ -543,12 +543,13 @@ mixin pos-row(tag, pos, morph, desc) | #[code=m] +cell.u-text-small=desc -mixin univ-pos-row(tag, desc, example) +mixin ud-row(tag, desc, example) +row +cell #[code=tag] +cell.u-text-small=desc - +cell.u-text-small - em=example + if example + +cell.u-text-small + em=example mixin dep-row(label, desc) +row diff --git a/website/api/_annotation/_dep-labels.jade b/website/api/_annotation/_dep-labels.jade index 71fec0e50..1cb05027c 100644 --- a/website/api/_annotation/_dep-labels.jade +++ b/website/api/_annotation/_dep-labels.jade @@ -5,6 +5,50 @@ p | spaCy's #[+a("/models") models]. The individual labels are | language-specific and depend on the training corpus. ++accordion("Universal Dependency Labels") + p + | The #[+a("http://universaldependencies.org/u/dep/") Universal Dependencies scheme] + | is used in all languages trained on Universal Dependency Corpora. + + +table(["Dep", "Description"]) + +ud-row("acl", "clausal modifier of noun (adjectival clause)") + +ud-row("advcl", "adverbial clause modifier") + +ud-row("advmod", "adverbial modifier") + +ud-row("amod", "adjectival modifier") + +ud-row("appos", "appositional modifier") + +ud-row("aux", "auxiliary") + +ud-row("case", "case marking") + +ud-row("cc", "coordinating conjunction") + +ud-row("ccomp", "clausal complement") + +ud-row("clf", "classifier") + +ud-row("compound", "compound") + +ud-row("conj", "conjunct") + +ud-row("cop", "copula") + +ud-row("csubj", "clausal subject") + +ud-row("dep", "unspecified dependency") + +ud-row("det", "determiner") + +ud-row("discourse", "discourse element") + +ud-row("dislocated", "dislocated elements") + +ud-row("expl", "expletive") + +ud-row("fixed", "fixed multiword expression") + +ud-row("flat", "flat multiword expression") + +ud-row("goeswith", "goes with") + +ud-row("iobj", "indirect object") + +ud-row("list", "list") + +ud-row("mark", "marker") + +ud-row("nmod", "nominal modifier") + +ud-row("nsubj", "nominal subject") + +ud-row("nummod", "numeric modifier") + +ud-row("obj", "object") + +ud-row("obl", "oblique nominal") + +ud-row("orphan", "orphan") + +ud-row("parataxis", "parataxis") + +ud-row("punct", "punctuation") + +ud-row("reparandum", "overridden disfluency") + +ud-row("root", "root") + +ud-row("vocative", "vocative") + +ud-row("xcomp", "open clausal complement") + +accordion("English", "dependency-parsing-english") p | The English dependency labels use the diff --git a/website/api/_annotation/_pos-tags.jade b/website/api/_annotation/_pos-tags.jade index ca5166417..324f7321f 100644 --- a/website/api/_annotation/_pos-tags.jade +++ b/website/api/_annotation/_pos-tags.jade @@ -6,7 +6,7 @@ p | is specific to the training corpus and can be defined in the respective | language data's #[+a("/usage/adding-languages#tag-map") #[code tag_map.py]]. -+accordion("Universal part-of-speech tags") ++accordion("Universal Part-of-speech Tags") p | spaCy also maps all language-specific part-of-speech tags to a small, | fixed set of word type tags following the @@ -17,25 +17,25 @@ p | #[+api("token#attributes") #[code Token.pos_]] attributes. +table(["POS", "Description", "Examples"]) - +univ-pos-row("ADJ", "adjective", "big, old, green, incomprehensible, first") - +univ-pos-row("ADP", "adposition", "in, to, during") - +univ-pos-row("ADV", "adverb", "very, tomorrow, down, where, there") - +univ-pos-row("AUX", "auxiliary", "is, has (done), will (do), should (do)") - +univ-pos-row("CONJ", "conjunction", "and, or, but") - +univ-pos-row("CCONJ", "coordinating conjunction", "and, or, but") - +univ-pos-row("DET", "determiner", "a, an, the") - +univ-pos-row("INTJ", "interjection", "psst, ouch, bravo, hello") - +univ-pos-row("NOUN", "noun", "girl, cat, tree, air, beauty") - +univ-pos-row("NUM", "numeral", "1, 2017, one, seventy-seven, IV, MMXIV") - +univ-pos-row("PART", "particle", "'s, not, ") - +univ-pos-row("PRON", "pronoun", "I, you, he, she, myself, themselves, somebody") - +univ-pos-row("PROPN", "proper noun", "Mary, John, Londin, NATO, HBO") - +univ-pos-row("PUNCT", "punctuation", "., (, ), ?") - +univ-pos-row("SCONJ", "subordinating conjunction", "if, while, that") - +univ-pos-row("SYM", "symbol", "$, %, §, ©, +, −, ×, ÷, =, :), 😝") - +univ-pos-row("VERB", "verb", "run, runs, running, eat, ate, eating") - +univ-pos-row("X", "other", "sfpksdpsxmsa") - +univ-pos-row("SPACE", "space", "") + +ud-row("ADJ", "adjective", "big, old, green, incomprehensible, first") + +ud-row("ADP", "adposition", "in, to, during") + +ud-row("ADV", "adverb", "very, tomorrow, down, where, there") + +ud-row("AUX", "auxiliary", "is, has (done), will (do), should (do)") + +ud-row("CONJ", "conjunction", "and, or, but") + +ud-row("CCONJ", "coordinating conjunction", "and, or, but") + +ud-row("DET", "determiner", "a, an, the") + +ud-row("INTJ", "interjection", "psst, ouch, bravo, hello") + +ud-row("NOUN", "noun", "girl, cat, tree, air, beauty") + +ud-row("NUM", "numeral", "1, 2017, one, seventy-seven, IV, MMXIV") + +ud-row("PART", "particle", "'s, not, ") + +ud-row("PRON", "pronoun", "I, you, he, she, myself, themselves, somebody") + +ud-row("PROPN", "proper noun", "Mary, John, Londin, NATO, HBO") + +ud-row("PUNCT", "punctuation", "., (, ), ?") + +ud-row("SCONJ", "subordinating conjunction", "if, while, that") + +ud-row("SYM", "symbol", "$, %, §, ©, +, −, ×, ÷, =, :), 😝") + +ud-row("VERB", "verb", "run, runs, running, eat, ate, eating") + +ud-row("X", "other", "sfpksdpsxmsa") + +ud-row("SPACE", "space", "") +accordion("English", "pos-en") p From 2ca82d1f6e5cd3d0dd38f4a42f0cc82fc21e176c Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 18:57:04 +0100 Subject: [PATCH 22/25] Take out pt_core_news_sm for now --- website/models/_data.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/models/_data.json b/website/models/_data.json index d105fc7b8..ff0204401 100644 --- a/website/models/_data.json +++ b/website/models/_data.json @@ -43,7 +43,7 @@ "en": ["en_core_web_sm", "en_core_web_lg", "en_vectors_web_lg"], "de": ["de_core_news_sm"], "es": ["es_core_news_sm", "es_core_news_md"], - "pt": ["pt_core_news_sm"], + "pt": [], "fr": ["fr_core_news_sm"], "it": ["it_core_news_sm"], "xx": ["xx_ent_wiki_sm"] From 507ecb67af20c6c8572aa6665098920b46f409af Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 19:23:34 +0100 Subject: [PATCH 23/25] Fix Spanish tag map --- spacy/lang/es/tag_map.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/spacy/lang/es/tag_map.py b/spacy/lang/es/tag_map.py index 60e6839fa..abc8e9f68 100644 --- a/spacy/lang/es/tag_map.py +++ b/spacy/lang/es/tag_map.py @@ -29,7 +29,7 @@ TAG_MAP = { "ADP__AdpType=Preppron|Gender=Fem|Number=Sing": {"morph": "AdpType=Preppron|Gender=Fem|Number=Sing", POS: ADP}, "ADP__AdpType=Preppron|Gender=Masc|Number=Plur": {"morph": "AdpType=Preppron|Gender=Masc|Number=Plur", POS: ADP}, "ADP__AdpType=Preppron|Gender=Masc|Number=Sing": {"morph": "AdpType=Preppron|Gender=Masc|Number=Sing", POS: ADP}, - ADP: { POS: ADP}, + "ADP": { POS: ADP}, "ADV___": {"morph": "_", POS: ADV}, "ADV__AdpType=Prep": {"morph": "AdpType=Prep", POS: ADV}, "ADV__AdpType=Preppron|Gender=Masc|Number=Sing": {"morph": "AdpType=Preppron|Gender=Masc|Number=Sing", POS: ADV}, @@ -135,7 +135,7 @@ TAG_MAP = { "DET__Number=Sing|PronType=Ind": {"morph": "Number=Sing|PronType=Ind", POS: DET}, "DET__PronType=Int": {"morph": "PronType=Int", POS: DET}, "DET__PronType=Rel": {"morph": "PronType=Rel", POS: DET}, - DET: { POS: DET}, + "DET": { POS: DET}, "INTJ___": {"morph": "_", POS: INTJ}, "NOUN___": {"morph": "_", POS: NOUN}, "NOUN__AdvType=Tim": {"morph": "AdvType=Tim", POS: NOUN}, From 6742657c4d18ac10f0a40bb7bb6a44113465080f Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 19:23:45 +0100 Subject: [PATCH 24/25] Fix website asset versioning --- website/_harp.json | 4 ++-- website/_includes/_scripts.jade | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/website/_harp.json b/website/_harp.json index bc1a0b5e5..fc4651c75 100644 --- a/website/_harp.json +++ b/website/_harp.json @@ -84,8 +84,8 @@ ], "ALPHA": true, - "V_CSS": "2.0a2", - "V_JS": "2.0a1", + "V_CSS": "2.0a3", + "V_JS": "2.0a0", "DEFAULT_SYNTAX": "python", "ANALYTICS": "UA-58931649-1", "MAILCHIMP": { diff --git a/website/_includes/_scripts.jade b/website/_includes/_scripts.jade index 7939a5acc..a70f880a0 100644 --- a/website/_includes/_scripts.jade +++ b/website/_includes/_scripts.jade @@ -50,7 +50,7 @@ if IS_PAGE if environment == "deploy" //- DEPLOY: use compiled rollup.js and instantiate classes directly - script(src="/assets/js/rollup.js") + script(src="/assets/js/rollup.js?v#{V_JS}") script !=ProgressBar if changelog From 86d6bd75032a5882180585dcd5c222dcc6c3366a Mon Sep 17 00:00:00 2001 From: ines Date: Sun, 5 Nov 2017 19:23:50 +0100 Subject: [PATCH 25/25] Fix wording --- website/api/_annotation/_pos-tags.jade | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/api/_annotation/_pos-tags.jade b/website/api/_annotation/_pos-tags.jade index 324f7321f..6f383e8cd 100644 --- a/website/api/_annotation/_pos-tags.jade +++ b/website/api/_annotation/_pos-tags.jade @@ -175,5 +175,5 @@ for _, lang in MODELS - var file_path = "lang/" + lang + "/tag_map.py" +accordion(lang_name, "pos-" + lang) p - | For more details on the #{lang_name} tag map, see + | For details on the #{lang_name} tag map, see | #[+src(gh("spacy", "spacy/" + file_path)) #[code=file_path]].